Links

Alongwith its Literature Mentions

---

https://github.com/nikitakit/self-attentive-parser
Constituency Parsing with a Self-Attentive Encoder
Cross-Domain Generalization of Neural Constituency Parsers
Unsupervised Recurrent Neural Network Grammars
Multilingual Constituency Parsing with Self-Attention and Pre-Training

https://github.com/bwallace/
Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)

https://github.com/google-research/bert
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension
ERNIE: Enhanced Language Representation with Informative Entities
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension
Filtering Pseudo-References by Paraphrasing for Automatic Evaluation of Machine Translation
DS at SemEval-2019 Task 9: From Suggestion Mining with neural networks to adversarial cross-domain classification
Opinion Mining with Deep Contextualized Embeddings
Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task
NCUEE at MEDIQA 2019: Medical Text Inference Using Ensemble BERT-BiLSTM-Attention Model
m_y at SemEval-2019 Task 9: Exploring BERT for Suggestion Mining
NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers
End-to-End Open-Domain Question Answering with BERTserini
ZQM at SemEval-2019 Task9: A Single Layer CNN Based on Pre-trained Model for Suggestion Mining
NL-FIIT at SemEval-2019 Task 9: Neural Model Ensemble for Suggestion Mining
MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter
HITSZ-ICRC: A Report for SMM4H Shared Task 2019-Automatic Classification and Extraction of Adverse Effect Mentions in Tweets
Text Classification with Few Examples using Controlled Generalization
How Multilingual is Multilingual BERT?
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification
UM-IU@LING at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs
AUTOHOME-ORCA at SemEval-2019 Task 8: Application of BERT for Fact-Checking in Community Forums
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
PAWS: Paraphrase Adversaries from Word Scrambling
An Analysis of Deep Contextual Word Embeddings and Neural Architectures for Toponym Mention Detection in Scientific Publications
QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation
Publicly Available Clinical BERT Embeddings

https://github.com/ChenRocks/fast_abs_rl
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting

https://github.com/smartschat/cort
Word Embeddings as Features for Supervised Coreference Resolution
Revisiting Selectional Preferences for Coreference Resolution
Dynamic Entity Representations in Neural Language Models

https://github.com/clab/rnng/tree/
What Do Recurrent Neural Network Grammars Learn About Syntax?

https://github.com/texttechnologylab/UIMADatabaseInterface
A UIMA Database Interface for Managing NLP-related Text Annotations

https://github.com/SUTDNLP/LibN3L
Neural Word Segmentation with Rich Pretraining

https://github.com/proycon/clam/
TICCLops: Text-Induced Corpus Clean-up as online processing system

https://github.com/tnq177/improving_lexical_
Improving Lexical Choice in Neural Machine Translation

https://github.com/CoFiF/Corpus
CoFiF: A Corpus of Financial Reports in French Language

https://github.com/allenai/allennlp
Towards Semi-Supervised Learning for Deep Semantic Role Labeling
AllenNLP: A Deep Semantic Natural Language Processing Platform
SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical Representations
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
Multi-grained Attention with Object-level Grounding for Visual Question Answering
Is It Dish Washer Safe? Automatically Answering “Yes/No” Questions Using Customer Reviews

https://stanfordnlp.github
Decoupling Strategy and Generation in Negotiation Dialogues
CoQA: A Conversational Question Answering Challenge

http://vcg.github.io/upset/?dataset=12&duration=1000&orderBy=subsetSize&grouping=undefined&selection=
Resource Interoperability for Sustainable Benchmarking: The Case of Events

https://github.com/ivendrov/order-embedding
Representations of language in a model of visually grounded speech signal
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment
Image Pivoting for Learning Multilingual Multimodal Representations

https://github.com/rsennrich/subword-nmt/
The JHU Machine Translation Systems for WMT 2018

https://github.com/jhlau/topic_interpretability
Re-Ranking Words to Improve Interpretability of Automatically Generated Topics

https://github.com/kevincrawfordknight/
SemEval-2016 Task 8: Meaning Representation Parsing

https://github.com/cocoxu/Shakespeare
Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer

https://github.com/Embedding/Chinese-Word-Vectors
Analogical Reasoning on Chinese Morphological and Semantic Relations

http://vukbatanovic.github.io/SCStemmers/
Reliable Baselines for Sentiment Analysis in Resource-Limited Languages: The Serbian Movie Review Dataset

https://github.com/HLTCHKUST/fact-checking
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging

https://github.com/Franck-Dernoncourt/sentence-highlighting
A Web-based Framework for Collecting and Assessing Highlighted Sentences in a Document

https://github.com/YichenGong/
When data permutations are pathological: the case of neural natural language inference

https://github.com/bwbaugh/wikipedia-extractor
Document retrieval and question answering in medical documents. A large-scale corpus challenge.

https://github.com/keras-team/
UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing

http://github.com/longdt219/
A Neural Network Model for Low-Resource Universal Dependency Parsing

https://github.com/harvardnlp/
Combining CNNs and Pattern Matching for Question Interpretation in a Virtual Patient Dialogue System
The Annotated Transformer
Challenges in Data-to-Document Generation
Reducing Odd Generation from Neural Headline Generation
Exploring Author Context for Detecting Intended vs Perceived Sarcasm

https://github.com/KingOfThePirate/Wikiref
WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages

https://github.com/lancopku/pkuseg-python
Kingsoft’s Neural Machine Translation System for WMT19

https://github.com/adobe/NLP-Cube/tree/dev.gbd-ner
GBD-NER at PARSEME Shared Task 2018: Multi-Word Expression Detection Using Bidirectional Long-Short-Term Memory Networks and Graph-Based Decoding
NLP-Cube: End-to-End Raw Text Processing With Neural Networks

https://github.com/nltk/nltk_contrib/
Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision

https://github.com/ajstarna/SemaPhoR
Identifying Cognate Sets Across Dictionaries of Related Languages

https://github.com/elastic/stream2es
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams
Ambient Search: A Document Retrieval System for Speech Streams

https://github.com/thunlp/THULAC
Projection of Argumentative Corpora from Source to Target Languages

https://github.com/DuyguA/DEMorphy
An Automatic Error Tagger for German

https://github.com/abetusk/
Visual Error Analysis for Entity Linking

https://github.com/ceramisch/minimantics
mwetoolkit+sem: Integrating Word Embeddings in the mwetoolkit for Semantic MWE Processing

http://github.com/microth/mateplus
Context-aware Frame-Semantic Role Labeling

https://stanfordnlp.github.io/CoreNLP
Towards a Standardized Dataset for Noun Compound Interpretation
Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments
Complex Word Identification: Convolutional Neural Network vs. Feature Engineering
Identification of Character Adjectives from Mahabharata
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model

https://github.com/RaRe-Technologies/
Food-Related Sentiment Analysis for Cantonese

https://github.com/aalto-speech/morfessor
A Comparative Study of Minimally Supervised Morphological Segmentation
Automatic Morpheme Segmentation and Labeling in Universal Dependencies Resources
Morfessor FlatCat: An HMM-Based Method for Unsupervised and Semi-Supervised Learning of Morphology

https://github.com/areejokaili/topic_reranking
Re-Ranking Words to Improve Interpretability of Automatically Generated Topics

https://github.com/racerandom/temporalorder
Inducing Temporal Relations from Time Anchor Annotation

https://github.com/kaushalshetty/
Ranking-Based Autoencoder for Extreme Multi-label Classification

https://github.com/knmnyn/ParsCit/tree/
PDFdigest: an Adaptable Layout-Aware PDF-to-XML Textual Content Extractor for Scientific Articles

https://github.com/shabnamt/
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning

https://github.com/jhclark/tercom
Findings of the WMT 2018 Shared Task on Quality Estimation

https://github.com/nguyenkh/AntSynDistinction
Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network

https://github.com/hao-cheng/dynamic_
A Dynamic Speaker Model for Conversational Interactions

https://sigmorphon.github.io/sharedtasks/2018/
BME-HAS System for CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection

https://github.com/marian-nmt/
Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data
Marian: Fast Neural Machine Translation in C++
The University of Edinburgh’s Submissions to the WMT18 News Translation Task
The AFRL-Ohio State WMT18 Multimodal System: Combining Visual with Traditional
eTranslation’s Submissions to the WMT 2019 News Translation Task
The Universitat d’Alacant Submissions to the English-to-Kazakh News Translation Task at WMT 2019
Johns Hopkins University Submission for WMT News Translation Task

https://github.com/boudinfl/taln-archives
Automatic Analysis of Scientific and Literary Texts. Presentation and Results of the DEFT2014 Text Mining Challenge (Analyse automatique de textes littéraires et scientifiques : présentation et résultats du défi fouille de texte DEFT2014) [in French]

https://github.com/thunlp/OpenQA
Open-Domain Why-Question Answering with Adversarial Learning to Encode Answer Texts

https://github.com/nyu-mll/spinn/tree/
Do latent tree learning models identify meaningful structure in sentences?

https://github.com/fh295/DefGen2
On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping

https://github.com/hllorens/TimeML-validator
SemEval-2013 Task 1: TempEval-3: Evaluating Time Expressions, Events, and Temporal Relations

https://github.com/ShaoqingRen/faster
iParaphrasing: Extracting Visually Grounded Paraphrases via an Image

https://github.com/Wluper/edm
Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks

https://github.com/bigoooh/ili
Character Level Convolutional Neural Network for Indo-Aryan Language Identification

https://github.com/erikavaris/
CLEARumor at SemEval-2019 Task 7: ConvoLving ELMo Against Rumors

http://github.com/allenai/vampire
Variational Pretraining for Semi-supervised Text Classification

https://github.com/qe-team/marmot/
MARMOT: A Toolkit for Translation Quality Estimation at the Word Level

https://github.com/ahmetaa/zemberek-nlp
Named Entity Recognition on Twitter for Turkish using Semi-supervised Learning with Word Embeddings

https://github.com/apertium/apertium-kmr-eng
IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing

https://github.com/ricsinaruto/
Improving Neural Conversational Models with Entropy-Based Data Filtering

https://github.com/leondz/twokenize
Stance Detection with Bidirectional Conditional Encoding
USFD at SemEval-2016 Task 6: Any-Target Stance Detection on Twitter with Autoencoders

https://github.com/karpathy/neuraltalk2
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning

https://github.com/bitextor
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline

https://github.com/dhfbk/
The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts

https://github.com/ufal/treex.git(27/08/2015
Deep-syntax TectoMT for English-Spanish MT
Adding syntactic structure to bilingual terminology for improved domain adaptation

https://github.com/DmitryUlyanov/
Adversarial Decomposition of Text Representation

https://github.com/xuczhang/
Mitigating Uncertainty in Document Classification

https://github.com/google/meta_tagger
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models

https://networkx.github.io
Centre Stage: How Social Network Position Shapes Linguistic Coordination
Watset: Automatic Induction of Synsets from a Graph of Synonyms
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models

https://www.github.com/festvox/datasets/CMU
A Dataset for Document Grounded Conversations

https://github.com/uhh-lt/lefex
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl

https://github.com/chialun-yeh/
Tom Jumbo-Grumbo at SemEval-2019 Task 4: Hyperpartisan News Detection with GloVe vectors and SVM

https://github.com/hohoCode
UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement

https://github.com/huggingface/torchMoji
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations

https://github.com/boudinfl/lina-msc
A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task
Keyphrase Extraction for N-best Reranking in Multi-Sentence Compression

https://github.com/facebookarchive/NAMAS/blob/master/dataset/filter.py
Structure-Infused Copy Mechanisms for Abstractive Summarization

https://github.com/OpenAxon/constrained-nn
Class Disjointness Constraints as Specific Objective Functions in Neural Network Classifiers

https://github.com/udapi/
Parameter sharing between dependency parsers for related languages
Parser Training with Heterogeneous Treebanks

https://cdli-gh.github.io/mtaac
Towards a Linked Open Data Edition of Sumerian Corpora
Machine Translation and Automated Analysis of the Sumerian Language

https://github.com/antske/
SPINOZA_VU: An NLP Pipeline for Cross Document TimeLines
BiographyNet: Methodological Issues when NLP supports historical research

https://github.com/dlt-rilmta/quntoken/
E-magyar – A Digital Language Processing System

https://github.com/ajbc/capsule-viz;
Detecting and Characterizing Events

https://github.com/Adaxry/GCDT
GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling

https://github.com/talnsoftware/
Visualizing Deep-Syntactic Parser Output

https://github.com/kdarwish/WikiPairs
Arabic Retrieval Revisited: Morphological Hole Filling

https://github.com/timtadh/zhang-shasha
Does String-Based Neural MT Learn Source Syntax?
Generating Sentences from Disentangled Syntactic and Semantic Spaces

https://github.com/alvations/USAAR-SemEval-2015
USAAR-SHEFFIELD: Semantic Textual Similarity with Deep Regression and Machine Translation Evaluation Metrics

https://github.com/fishel/TerrorCat
Ranking Translations using Error Analysis and Quality Estimation

https://github.com/yohanjo/
Modeling Dialogue Acts with Content Word Filtering and Speaker Preferences

https://github.com/grantdelozier/TopoCluster
Creating a Novel Geolocation Corpus from Historical Texts

https://github.com/nijianmo/textExpansion
Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations

https://github.com/jhcross/span-parser
Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles
Multi-Grained Chinese Word Segmentation

https://github.com/Helsinki-NLP/
Multilingual NMT with a Language-Independent Attention Bridge

https://github.com/dlwh/epic
new/s/leak – Information Extraction and Visualization for Investigative Data Journalists

https://github.com/amulyahwr/
To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness

https://github.com/pdonald/iems
Proceedings of the 19th Annual Conference of the EAMT: Projects/Products

https://github.com/nknsh0000/
Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension

https://github.com/paulafortuna/Port
A Hierarchically-Labeled Portuguese Hate Speech Dataset

https://github.com/didzis/tensorflowAMR
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project
RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy
The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing

https://github.com/kathaa/hindi-panjabi-modules
Kathaa : NLP Systems as Edge-Labeled Directed Acyclic MultiGraphs

https://github.com/fdalvi/
Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation

https://github.com/prosodylab/
Endangered Language Documentation: Bootstrapping a Chatino Speech Corpus, Forced Aligner, ASR

https://github.com/lephong/
Improving Entity Linking by Modeling Latent Relations between Mentions

https://jqk09a.github.io/
Unsupervised Learning of Style-sensitive Word Vectors

https://github.com/aosaimy/qac.conllu
Web-based Annotation Tool for Inflectional Language Resources

https://github.com/jflanigan/JAMR
Towards Turkish Abstract Meaning Representation

https://github.com/makrai/efnilex-vect
Filtering Wiktionary Triangles by Linear Mbetween Distributed Word Models

https://github.com/ucfnlp/multidoc
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization

https://github.com/ginta-re/Varseta
Language-independent exploration of repetition and variation in longitudinal child-directed speech: A tool and resources

https://github.com/t-tagami/Suspicious-News-Detection
Suspicious News Detection Using Micro Blog Text

http://github.com/rwth-i6/ExtendedEditDistance
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/zihangdai/ERAC-VAML
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction

https://github.com/ssharoff/cognates
Language adaptation experiments via cross-lingual embeddings for related languages

http://github.com/proycon/
SemEval 2014 Task 5 - L2 Writing Assistant

https://github.com/graehl/carmel
Decoding with Finite-State Transducers on GPUs

https://github.com/alvations/Endrocentricity
USAAR at SemEval-2016 Task 13: Hyponym Endocentricity

https://github.com/wikipedia2vec/wikipedia2vec
Representation Learning of Entities and Documents from Knowledge Base Descriptions

http://github.com/rsennrich/nematus
Neural Post-Editing Based on Quality Estimation

https://github.com/mkhodak/pawn
Automated WordNet Construction Using Word Embeddings

https://github.com/tdozat/Parser
Universal Dependencies Parsing for Colloquial Singaporean English

https://github.com/ZhenYangIACAS/unsupervised-NMT
Unsupervised Neural Machine Translation with Weight Sharing

https://github.com/aisophie/HWS
A Generalized Framework for Hierarchical Word Sequence Language Model
An Improved Hierarchical Word Sequence Language Model Using Directional Information

https://github.com/pytorch/
Scaling Neural Machine Translation
Beyond BLEU:Training Neural Machine Translation with Semantic Similarity

https://github.com/tensorflow/tensorflow
Generating Informative Responses with Controlled Sentence Function
CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task
BUCC 2017 Shared Task: a First Attempt Toward a Deep Learning Framework for Identifying Parallel Sentences in Comparable Corpora

https://github.com/CogComp/cogcomp-nlpy
CogCompNLP: Your Swiss Army Knife for NLP

https://github.com/falcondai/pyrouge
Improving Abstractive Document Summarization with Salient Information Modeling

https://www.github.com/yago-naga/aida
AIDArabic A Named-Entity Disambiguation Framework for Arabic Text

https://github.com/HeidelTime/heideltime/wiki/Evaluation-Results
A Baseline Temporal Tagger for all Languages

https://github.com/macarthur-lab/
A Silver Standard Corpus of Human Phenotype-Gene Relations

https://github.com/xiaohuiyan/BTM
Topic Extraction from Microblog Posts Using Conversation Structures
A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings
A Joint Model of Conversational Discourse Latent Topics on Microblogs
Topic-Aware Neural Keyphrase Generation for Social Media Language

https://rdflib.github.io/sparqlwrapper/
Towards the Representation of Hashtags in Linguistic Linked Open Data Format
Processing and Normalizing Hashtags

https://stonybrooknlp.github.io/PoMo/
PoMo: Generating Entity-Specific Post-Modifiers in Context

https://github.com/aemami1/KnowRef
The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution

https://github.com/ehasler/tensorflow
A Comparison of Neural Models for Word Ordering
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation
SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies

https://github.com/s2m
Distributional semantics from text and images

https://github.com/ruotianluo/self-critical.pytorch
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior

https://github.com/nchambers/caevo
Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource
This before That: Causal Precedence in the Biomedical Domain

https://github.com/Smerity/keras_
Generating Natural Language Adversarial Examples

https://github.com/karins/CoherenceFramework
Cohere: A Toolkit for Local Coherence
A Neural Local Coherence Model

https://github.com/acoli-repo/unimorph
Universal Morphologies for the Caucasus region

https://github.com/LUMII-AILab/Tezaurs
Tēzaurs.lv: the Largest Open Lexical Database for Latvian

https://github.com/guillaumegenthial/sequence
TencentFmRD Neural Machine Translation for WMT18
AIG Investments.AI at the FinSBD Task: Sentence Boundary Detection through Sequence Labelling and BERT Fine-tuning

https://github.com/smartschat/
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary Detection

https://github.com/m2ci-msp/eyetracking-data
A Multimodal Corpus of Expert Gaze and Behavior during Phonetic Segmentation Tasks

https://github.com/ufal/neuralmonkey/
Results of the WMT17 Neural MT Training Task

https://github.com/nickdavidhaynes/
Measuring text readability with machine comprehension: a pilot study

https://github.com/gouwsmeister/bilbowa
Multi-Modal Representations for Improved Bilingual Lexicon Learning
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
BUCC 2017 Shared Task: a First Attempt Toward a Deep Learning Framework for Identifying Parallel Sentences in Comparable Corpora

https://github.com/jbjorne/TEES/wiki
The Genia Event Extraction Shared Task, 2013 Edition - Overview

https://github.com/cjkvi/cjkvi-ids
Sub-character Neural Language Modelling in Japanese

https://github.com/swiseman/
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors

http://github.com/BVLC/caffe/releases
A Shared Task on Multimodal Machine Translation and Crosslingual Image Description

https://github.com/uclmr/jack
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language

https://github.com/ustctf/
Distilling Translations with Visual Awareness

https://github.com/maxpumperla/
An Investigation of Deep Learning Systems for Suicide Risk Assessment

http://github.com/zeerakw/hatespeech
Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitter
Are You a Racist or Am I Seeing Things? Annotator Influence on Hate Speech Detection on Twitter
Using Convolutional Neural Networks to Classify Hate-Speech

https://github.com/pushkarmishra/AuthorProfilingAbuseDetection
Author Profiling for Abuse Detection

https://github.com/aetting/compeval-generation-system
Assessing Composition in Sentence Vector Representations

https://github.com/bzhangXMU/transformer-aan
Accelerating Neural Transformer via an Average Attention Network

https://github.com/dbpedia/extraction-
DBpedia Abstracts: A Large-Scale, Open, Multilingual NLP Training Corpus

https://github.com/yikangshen/
Unsupervised Recurrent Neural Network Grammars
Visually Grounded Neural Syntax Acquisition

https://github.com/nmrksic/counter-fitting
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment

https://github.com/bitextor/bicleaner
Prompsit’s submission to WMT 2018 Parallel Corpus Filtering shared task
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline
ParaCrawl: Web-scale parallel corpora for the languages of the EU
Developing a Neural Machine Translation system for Irish

https://github.com/google-research/bert#fine-tuning-
An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection

https://github.com/notani/
Toward Comprehensive Understanding of a Sentiment Based on Human Motives

https://github.com/ansjsun/ansj
Developing a Sina Weibo Incident Monitor for Disasters

https://github.com/jinsamdol/precursor-induced_CRF
Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF

https://github.com/kedz/nnsum/
evision PDF of 'Content Selection in Deep Learning Models of Summarization

http://github.com/poethan/LEPOR
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/Devadath/
A Sandhi Splitter for Malayalam
Significance of an Accurate Sandhi-Splitter in Shallow Parsing of Dravidian Languages

https://github.com/dhruvramani/
Ranking-Based Autoencoder for Extreme Multi-label Classification

https://github.com/alexander-rakhlin/
DOC: Deep Open Classification of Text Documents

https://github.com/anetschka/
Automatic Annotation of Semantic Term Types in the Complete ACL Anthology Reference Corpus

https://github.com/jwieting/acl2017
Evaluation of Unsupervised Compositional Representations

https://github.com/rezkaaufar/fast-and-flexible
The Fast and the Flexible: Training Neural Networks to Learn to Follow Instructions from Small Data

http://github.com/fchollet/keras
HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate Semantic Textual Similarity

https://github.com/kathaa/
Kathaa: A Visual Programming Framework for NLP Applications

https://github.com/samiroid/CUE-CNN
Modelling Context with User Embeddings for Sarcasm Detection in Social Media

https://github.com/Vooban/
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors

http://github.com/taolei87/RBGParser
Parsing Paraphrases with Joint Inference

https://github.com/GarrettNicolai/DTL
Combining Neural and Non-Neural Methods for Low-Resource Morphological Reinflection
If you can’t beat them, join them: the University of Alberta system description

http://github.com/xiaoling/figer
Design Challenges for Entity Linking

https://github.com/zseder/hundict
Building basic vocabulary across 40 languages

https://github.com/ling0322/webdict
Leveraging Rich Linguistic Features for Cross-domain Chinese Segmentation

https://github.com/facebookresearch/fastText/blob/master/
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts
Comparing Pretrained Multilingual Word Embeddings on an Ontology Alignment Task
IIIT-H at IJCNLP-2017 Task 4: Customer Feedback Analysis using Machine Learning and Neural Network Approaches

https://github.com/SnippyHolloW/contextual_word_segmentation
Unsupervised Word Segmentation in Context

https://github.com/stopwords-iso
Measuring Immediate Adaptation Performance for Neural Machine Translation

https://github.com/choroba/inquiry/
Automatic Identification of Learners’ Language Background Based on Their Writing in Czech

https://github.com/hellrich/coling2016
Bad Company—Neighborhoods in Neural Embedding Spaces Considered Harmful

http://github.com/code4ai/data
Unsupervised Rewriter for Multi-Sentence Compression

https://github.com/ytsvetko/adjective
Augmenting English Adjective Senses with Supersenses

https://github.com/aylai/GCDC-corpus
Discourse Coherence in the Wild: A Dataset, Evaluation and Methods
Multi-Task Learning for Coherence Modeling

https://github.com/pedrada88/
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis

http://vukbatanovic.github.io/STSAnno/
Fine-grained Semantic Textual Similarity for Serbian

https://github.com/wilburOne/ZeroShotEvent
Zero-Shot Transfer Learning for Event Extraction

https://github.com/THUDM/CogQA
Cognitive Graph for Multi-Hop Reading Comprehension at Scale

https://github.com/uhh-lt/poincare
On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings

https://github.com/mjhosseini/entGraph
Duality of Link Prediction and Entailment Graph Induction

https://github.com/beckdaniel/
Modelling Representation Noise in Emotion Analysis using Gaussian Processes
Learning Kernels over Strings using Gaussian Processes

https://github.com/ye-kyawthu/sylbreak
Neural Machine Translation between Myanmar (Burmese) and Rakhine (Arakanese)

https://github.com/jzhou316/Unsuper
Simple Unsupervised Summarization by Contextual Matching

https://simultrans-demo.github.io/
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework

https://github.com/malllabiisc/
Towards Understanding the Geometry of Knowledge Graph Embeddings

https://github.com/i-machine-think/
Assessing Incrementality in Sequence-to-Sequence Models

https://github.com/hermitdave/
Going Dutch: Creating SimpleNLG-NL
An Adaptable Lexical Simplification Architecture for Major Ibero-Romance Languages

https://github.com/pinkeshbadjatiya/
Stop PropagHate at SemEval-2019 Tasks 5 and 6: Are abusive language classification results reproducible?

https://github.com/UniversalDependencies/UD_
Empirical Linguistic Study of Sentence Embeddings

https://github.com/wuch15/SemEval-2018-task3-
THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning

https://github.com/DFKI-NLP/
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

https://github.com/mrlyk423/
Modeling Relation Paths for Representation Learning of Knowledge Bases

https://github.com/ukplab
Context-Aware Representations for Knowledge Base Relation Extraction

http://github.com/jbuckman/
Neural Lattice Language Models

https://github.com/nyu-dl/dl4mt-tutorial/blob/master/docs/cgru.pdf
Refining Source Representations with Relation Networks for Neural Machine Translation
Neural Monkey: The Current State and Beyond

https://github.com/rahuljha/
Content Models for Survey Generation: A Factoid-Based Evaluation

https://github.com/TsujiiLaboratory/stav
Automatic Approaches for Gene-Drug Interaction Extraction from Biomedical Text: Corpus and Comparative Evaluation

https://github.com/kohlschutter/
Bitextor’s participation in WMT’16: shared task on document alignment
WTF-LOD - A New Resource for Large-Scale NER Evaluation

https://github.com/rali-udem/
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction

http://github.com/gevra/may2016-stories
Real-time News Story Detection and Tracking with Hashtags

https://github.com/futurulus/
Generating Bilingual Pragmatic Color References

https://github.com/opentraveldata/opentraveldata
Making Travel Smarter: Extracting Travel Information From Email Itineraries Using Named Entity Recognition

https://github.com/bitmask/BioNLP-BB3
Bacteria and Biotope Entity Recognition Using A Dictionary-Enhanced Neural Network Model

https://github.com/indix/whatthelang
The LMU Munich Unsupervised Machine Translation System for WMT19

https://github.com/Branislava/
Using English Baits to Catch Serbian Multi-Word Terminology

https://github.com/vinta/
The Code2Text Challenge: Text Generation in Source Libraries

https://github.com/kvarada/non-NA_Resources
Survey: Anaphora With Non-nominal Antecedents in Computational Linguistics: a Survey

https://github.com/sigmorphon/conll2018
Copenhagen at CoNLL–SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding

https://github.com/csurfer/rake-nltk
ADAPT Centre Cone Team at IJCNLP-2017 Task 5: A Similarity-Based Logistic Regression Approach to Multi-choice Question Answering in an Examinations Shared Task
Equipping Educational Applications with Domain Knowledge

https://github.com/pilehvar/ADW
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms

https://github.com/babbel/specialist
Linked Data for Language-Learning Applications

http://github.com/juditacs/semeval
MathLingBudapest: Concept Networks for Semantic Similarity

https://github.com/kevincobain2000/
BrainEE at SemEval-2019 Task 3: Ensembling Linear Classifiers for Emotion Prediction

https://allenai.github.io/allennlp-docs/api/allennlp
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations

https://github.com/xu-song/bert-as-language-model
Unsupervised Rewriter for Multi-Sentence Compression

https://github.com/zhangmeishan/SarcasmDetection
Tweet Sarcasm Detection Using Deep Neural Network

https://pystruct.github.io
On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements

https://github.com/chateval/chateval
ChatEval: A Tool for Chatbot Evaluation

https://github.com/withtwist/medical-ner/
Named Entity Recognition in Swedish Health Records with Character-Based Deep Bidirectional LSTMs

https://github.com/rsling/texrex
On Bias-free Crawling and Representative Web Corpora

https://github.com/gchrupala/visually-grounded-
Representations of language in a model of visually grounded speech signal

http://github.com/rubenIzquierdo/
VUA-background : When to Use Background Information to Perform Word Sense Disambiguation

https://github.com/text-machine-lab/
Adversarial Decomposition of Text Representation

https://github.com/ufal/lindat-dspace
FLAT: Constructing a CLARIN Compatible Home for Language Resources
The Public License Selector: Making Open Licensing Easier

https://github.com/vene/ambra
AMBRA: A Ranking Approach to Temporal Text Classification

https://github.com/janenie/
Operation-guided Neural Networks for High Fidelity Data-To-Text Generation

https://github.com/brendano/ark-tweet-nlp/
Learning a POS tagger for AAVE-like language

http://github.com/andreasvc/discodop
Discontinuous Incremental Shift-reduce Parsing

https://github.com/lingluodlut/
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition

https://github.com/phoible/dev/tree/master/raw-data/
FonBund: A Library for Combining Cross-lingual Phonological Segment Data

https://github.com/embr/lsh
Image-Image Search for Comparable Corpora Construction

https://github.com/freesunshine0316/MPQG
Leveraging Context Information for Natural Question Generation

https://github.com/midobal/OpenNMT-py/
Incremental Adaptation of NMT for Professional Post-editors: A User Study

https://github.com/iris2hu/diachronic-sense-modeling
Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View

https://github.com/majumderb/
Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit

https://github.com/google-research-datasets/simulated-
Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning

https://github.com/cairohy/hsp
Complex Question Decomposition for Semantic Parsing

https://ronxin.github.io/wevi/
Word Embedding and WordNet Based Metaphor Identification and Interpretation

https://github.com/socprime/SigmaUI
Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach

https://github.com/FSalmon/ina
An Effortless Way To Create Large-Scale Datasets For Famous Speakers

https://github.com/AbiWord/enchant
Grammatical Error Correction with Neural Reinforcement Learning
Cool English: a Grammatical Error Correction System Based on Large Learner Corpora
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
Learning to combine Grammatical Error Corrections

https://code-switching.github.io/
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task

https://github.com/modultechnology/nel_
Framing Named Entity Linking Error Types

https://github.com/lisa-groundhog/GroundHog/tree/
Agreement on Target-bidirectional Neural Machine Translation

https://github.com/boricles/
Linguistic Resources Enhanced with Geospatial Information

https://github.com/explosion/spaCy/tree/v2.0.5
Learning Diachronic Analogies to Analyze Concept Change

https://github.com/clab/mkcls
The FBK Participation in the WMT 2016 Automatic Post-editing Shared Task

https://github.com/Cyvhee/SemEval2018-
THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning

https://github.com/AIPHES/DBS
Bridging the gap between extractive and abstractive summaries: Creation and evaluation of coherent extracts from heterogeneous sources

https://github.com/RaRe-Technologies/gensim/tree/3.2.0
Learning Diachronic Analogies to Analyze Concept Change

https://github.com/tuetschek/
Controlling Personality-Based Stylistic Variation with Neural Natural Language Generators
Handling Rare Items in Data-to-Text Generation
Curate and Generate: A Corpus and Method for Joint Control of Semantics and Style in Neural NLG

https://github.com/odashi/ckylark
Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention

https://github.com/rupnikj/jair_paper
Multilingual Clustering of Streaming News

http://github.com/darsh10/qra_code
Adversarial Domain Adaptation for Duplicate Question Detection

https://heukirne.github.io/wheel-of-life/
Wheel of Life: an initial investigation. Topic-Related Polarity Visualization in Personal Stories

https://github.com/f00barin/bmaps
Bilexical Embeddings for Quality Estimation

https://github.com/ufal/morphodita/
CUNI NMT System for WAT 2017 Translation Tasks

http://rg3.github.io/youtube-dl/
KALAKA-3: a database for the recognition of spoken European languages on YouTube audios

https://github.com/webis-de/ACL-19
Celebrity Profiling

https://github.com/yoavg/cnn/
Multi-view and multi-task training of RST discourse parsers

https://github.com/fnl/syntok
Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

https://github.com/rogersdepelle/Off
A Hierarchically-Labeled Portuguese Hate Speech Dataset

https://github.com/RWalecki/copula_
Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media

https://github.com/allenai/allennlp/blob/
Gendered Ambiguous Pronoun (GAP) Shared Task at the Gender Bias in NLP Workshop 2019

https://github.com/danielhers/tupa
Semantic Structural Evaluation for Text Simplification
Simple and Effective Text Simplification Using Semantic and Neural Methods

https://github.com/Horsmann/
DeepTC – An Extension of DKPro Text Classification for Fostering Reproducibility of Deep Learning Experiments
LTL-UDE @ EmpiriST 2015: Tokenization and PoS Tagging of Social Media Text

https://github.com/dagwieers/unoconv
SWEGRAM – A Web-Based Tool for Automatic Annotation and Analysis of Swedish Texts

https://github.com/ekQ/
Automatic Prediction of Discourse Connectives

https://github.com/ddediu/
Defining and Counting Phonological Classes in Cross-linguistic Segment Databases

https://github.com/Amice13/ukr_
Cross-lingual Annotation Projection Is Effective for Neural Part-of-Speech Tagging

https://github.com/amir-
A Distributional View of Discourse Encapsulation: Multifactorial Prediction of Coreference Density in RST
Different Flavors of GUM: Evaluating Genre and Sentence Type Effects on Multilayer Corpus Annotation Quality

https://github.com/a-rios/ContraWSD
An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation

http://github.com/tudarmstadt-lt/
A Named Entity Recognition Shootout for German

https://github.com/medesto/timeline-reconstruction
Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions

https://github.com/jladcr/Moses-for-Mere-
E-law Module Supporting Lawyers in the Process of Knowledge Discovery from Legal Documents

https://github.com/boudinfl/sume
Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions
Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback

https://xuczhang.github.io/papers/
Mitigating Uncertainty in Document Classification

http://rasbt.github.io/
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning

https://github.com/TomokiMatsuno/PACLIC32/blob/master/my
Reduction of Parameter Redundancy in Biaffine Classifiers with Symmetric and Circulant Weight Matrices

https://github.com/google/seq2seq/
Generation of Company descriptions using concept-to-text and text-to-text deep models: dataset collection and systems evaluation
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations

https://github.com/v1n337/news-article-extractor
UW-FinSent at SemEval-2017 Task 5: Sentiment Analysis on Financial News Headlines using Training Dataset Augmentation

http://github.com/bicici/FDAOptimization
Parallel FDA5 for Fast Deployment of Accurate Statistical Machine Translation Systems

https://github.com/bethard/anaforatools
Word-Level Loss Extensions for Neural Temporal Relation Classification
NLP Whack-A-Mole: Challenges in Cross-Domain Temporal Expression Extraction

https://github.com/glample/fastBPE
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings
Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies
TMU Japanese-Chinese Unsupervised NMT System for WAT 2018 Translation Task
System Description: The Submission of FOKUS to the WMT 19 Robustness Task

https://elki-project.github.io/
A Graph-based Text Similarity Measure That Employs Named Entity Information

https://github.com/dkpro/
C4Corpus: Multilingual Web-size Corpus with Free License
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines

https://github.com/vgtomahawk/
Charmanteau: Character Embedding Models For Portmanteau Creation

https://github.com/jakevdp/pyCRFsuite
A Comparison of Feature-Based and Neural Scansion of Poetry

https://pilehvar.github.io/wic/
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations

https://github.com/networkdynamics/PolNeAR
An Attribution Relations Corpus for Political News

https://github.com/propbank/propbank-frames
Comprehensive and Consistent PropBank Light Verb Annotation

https://github.com/tca19/dict2vec
Dict2vec : Learning Word Embeddings using Lexical Dictionaries
Unsupervised Neural Text Simplification

https://github.com/agadetsky/pytorch-definitions
Conditional Generators of Words Definitions

https://github.com/spyysalo/pubmed
How to Train good Word Embeddings for Biomedical NLP

https://github.com/troyhua/AndroidLogApp
AppDialogue: Multi-App Dialogues for Intelligent Assistants

https://github.com/pytorch
Generating Steganographic Text with LSTMs

http://www.github.com/jonorthwash/ud-annotatrix
UD Annotatrix: An annotation tool for Universal Dependencies

https://github.com/elisaF/authorship-
Leveraging Discourse Information Effectively for Authorship Attribution

https://github.com/irshadbhat/
Towards Normalising Konkani-English Code-Mixed Social Media Text

https://github.com/ly233/Seed-Guided-Topic-Model
A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words

https://github.com/amir-zeldes/gum/blob/dev/_build/utils/stan2uni.ini
All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations

http://stmai.github.io/cydec
Detecting Cybersecurity Events from Noisy Short Text

https://github.com/maxbane/simplegoodturing
Generalization in Artificial Language Learning: Modelling the Propensity to Generalize

https://github.com/cmhcbb/
Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent

https://github.com/lspecia/quest
Semantic Textual Similarity in Quality Estimation
Findings of the 2015 Workshop on Statistical Machine Translation
UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual Entailment
QuEst - A translation quality estimation framework

https://github.com/WHUIR/
A Deep Relevance Model for Zero-Shot Document Filtering

https://github.com/nestle1993/SE16-Task6-Stance-Detection
pkudblab at SemEval-2016 Task 6 : A Specific Convolutional Neural Network System for Effective Stance Detection

https://github.com/Lambda-3/WordnetGraph
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition

http://taku910.github.io/crfpp/
A Large-scale Study of Statistical Machine Translation Methods for Khmer Language
Non-Deterministic Segmentation for Chinese Lattice Parsing
OMAM at SemEval-2017 Task 4: English Sentiment Analysis with Conditional Random Fields
Do We Really Need Lexical Information? Towards a Top-down Approach to Sentiment Analysis of Product Reviews
Using Content-level Structures for Summarizing Microblog Repost Trees
Improving Twitter Named Entity Recognition using Word Representations
Baseline Models for Pronoun Prediction and Pronoun-Aware Translation
Event Based Emotion Classification for News Articles
Aspect based Sentiment Analysis in Hindi: Resource Creation and Evaluation
Gated Recursive Neural Network for Chinese Word Segmentation
Condition Random Fields-based Grammatical Error Detection for Chinese as Second Language
IITP: Hybrid Approach for Text Normalization in Twitter
IITP: Multiobjective Differential Evolution based Twitter Named Entity Recognition
Synthetic Word Parsing Improves Chinese Word Segmentation
Tagging Performance Correlates with Author Age
Findings of the 2015 Workshop on Statistical Machine Translation
Identifying Speakers and Listeners of Quoted Speech in Literary Works

https://github.com/blei-lab/ctm-c
PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random Fields

https://hfst.github.io
North-Sámi to Finnish rule-based machine translation system
Apertium-fin-eng–Rule-based Shallow Machine Translation for WMT 2019 Shared Task

https://github.com/Gorov/ERE_RE
Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction

https://github.com/SUTDNLP/ZGen/
Transition-Based Syntactic Linearization with Lookahead Features

https://github.com/pcyin/pytorch
Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization

https://github.com/wishstudio/queryparser
Syntactic Parsing of Web Queries

https://github.com/gmulcaire/
Many Languages, One Parser

https://github.com/erayyildiz/Morpheus/
Morpheus: A Neural Network for Jointly Learning Contextual Lemmatization and Morphological Tagging

https://github.com/ryanmcd/
Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing

https://github.com/1228337123/tensorflow-seq2seq-
Normalization of Social Media Text using Deep Neural Networks

https://github.com/jayded/
Inferring Which Medical Treatments Work from Reports of Clinical Trials

https://github.com/kamalkraj/biobert
Saama Research at MEDIQA 2019: Pre-trained BioBERT with Attention Visualisation for Medical Natural Language Inference

https://github.com/hankcs/
CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA

https://github.com/google-research-datasets/sentence-
Higher-Order Syntactic Attention Network for Longer Sentence Compression
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study

http://saimacs.github.io
KSU at SemEval-2019 Task 3: Hybrid Features for Emotion Recognition in Textual Conversation

https://github.com/FurongPeng/
Dataset Creation for Ranking Constructive News Comments

https://github.com/seinecle/Umigon
Umigon: sentiment analysis for tweets based on terms lists and heuristics

http://taku910.github.io/mecab
Improving Low-Resource Neural Machine Translation with Filtered Pseudo-Parallel Corpus
Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction
Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization
Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization
Adversarial Training for Unsupervised Bilingual Lexicon Induction
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation

http://github.com/clld/
Concepticon: A Resource for the Linking of Concept Lists

https://github.com/pengli09/str2vec
Recurrent Neural Network based Rule Sequence Model for Statistical Machine Translation

https://github.com/huji-nlp/semstr/
CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA

https://github.com/riedlma/cluster_
Clustering-Based Article Identification in Historical Newspapers

https://github.com/dice-group/Palmetto
Context Models for OOV Word Translation in Low-Resource Languages
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations

https://github.com/hajimes/ud-ainu
Toward Universal Dependencies for Ainu

https://github.com/abaheti95/
Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints

https://github.com/ZhixiuYe/
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

https://github.com/atilika/kuromoji
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages
CogNet: A Large-Scale Cognate Database

https://github.com/nstawfik/
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain

https://github.com/hainan-xv/zipporah
Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings

https://github.com/langdoc/unified-northern-alphabet-ocr
An OCR system for the Unified Northern Alphabet

https://github.com/shuningjin/SemEval2018-Task2-EmojiDetection
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling

https://github.com/openplans/Leaflet.AnimatedMarker
Web-Based Recording and Visualization Framework for Moving Trajectories [In Chinese]

https://github.com/rohitguptacs/
MiniExperts: An SVM Approach for Measuring Semantic Textual Similarity

https://github.com/GateNLP/semeval2019-
Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network

http://github.com/flammie/omorfi/
Abu-MaTran at WMT 2015 Translation Task: Morphological Segmentation and Web Crawling

https://github.com/RicardoUsbeck/QRTool
N³ - A Collection of Datasets for Named Entity Recognition and Disambiguation in the NLP Interchange Format

https://github.com/shimaokasonse/
Put It Back: Entity Typing with Language Model Enhancement

https://github.com/coastalcph/noda2015_
Simple task-specific bilingual word embeddings

https://github.com/andreasvc/activedop
Active DOP: an Active Learning Constituency Treebank Annotation Tool

https://github.com/Babylonpartners/fastText_multilingual
Aggression Identification and Multi Lingual Word Embeddings

https://github.com/pnnl/esteem/
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media

https://github.com/ShimShim46/TRF
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task

https://github.com/RhythmCao/
Semantic Parsing with Dual Learning

https://github.com/ketranm/neuralHMM
Unsupervised Neural Hidden Markov Models

https://github.com/webis-de/ACL-18
Rouletabille at SemEval-2019 Task 4: Neural Network Baseline for Identification of Hyperpartisan Publishers

https://github.com/uds-lsv/
Detecting Derogatory Compounds – An Unsupervised Approach
At the Lower End of Language—Exploring the Vulgar and Obscene Side of German

https://github.com/Daniel-Diaz/HaTeX
A High-Quality Gold Standard for Citation-based Tasks

https://github.com/ArminHoenen/KFurcatingRootedGregTrees
How Many Stemmata with Root Degree k?

https://github.com/ketranm/tardis
A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs
Ensemble Learning for Multi-Source Neural Machine Translation

https://emorynlp.github.io/nlp4j
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
SemEval 2018 Task 4: Character Identification on Multiparty Dialogues
Developing a web-based workbook for English supporting the interaction of students and teachers

https://github.com/cdg720/emnlp2016
Direct Output Connection for a High-Rank Language Model
An Empirical Study of Building a Strong Baseline for Constituency Parsing

https://github.com/cjhutto/vaderSentiment
DL Team at SemEval-2018 Task 1: Tweet Affect Detection using Sentiment Lexicons and Embeddings
Combining Shallow and Deep Learning for Aggressive Text Detection
Specialising Paragraph Vectors for Text Polarity Detection
Steve Martin at SemEval-2019 Task 4: Ensemble Learning Model for Detecting Hyperpartisan News
Attention and Lexicon Regularized LSTM for Aspect-based Sentiment Analysis

https://github.com/magic282/
Self-Supervised Learning for Contextualized Extractive Summarization

https://github.com/macau-getalp/macau
An Aligned French-Chinese corpus of 10K segments from university educational material

https://raihanjoty.github.io/
Discourse Analysis and Its Applications

https://github.com/passeul/
Evaluating Style Transfer for Text

http://hltfbk.github.io/Excitement-Open-Platform/
Get Semantic With Me! The Usefulness of Different Feature Types for Short-Answer Grading
Monolingual Social Media Datasets for Detecting Contradiction and Entailment
Predicting Correlations Between Lexical Alignments and Semantic Inferences
Learning Answer-Entailing Structures for Machine Comprehension
Paraphrase Identification and Semantic Similarity in Twitter with Simple Features
DKPro TC: A Java-based Framework for Supervised Learning Experiments on Textual Data

https://taku910.github.io/mecab/
Extractive Headline Generation Based on Learning to Rank for Community Question Answering
XMU Neural Machine Translation Systems for WAT 2017

https://github.com/6/stopwords-json/
Multilingual and Cross-Lingual Complex Word Identification

https://ntunlpsg.github.io/
Discourse Analysis and Its Applications
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training

https://github.com/cnap/gec-ranking
A Chinese Writing Correction System for Learning Chinese as a Foreign Language

https://github.com/Senjuti/Dataset-Fashion-Analytics
Fashioning Data - A Social Media Perspective on Fast Fashion Brands

http://github.com/UKPLab
Computational Argumentation Quality Assessment in Natural Language

https://github.com/jessevig/bertviz
Open Sesame: Getting inside BERT’s Linguistic Knowledge

http://github.com/zseder/hunvec
The hunvec framework for NN-CRF-based sequential tagging

http://karpathy.github.io/2015/05/21/rnn-effectiveness/
Implementing a Reverse Dictionary, based on word definitions, using a Node-Graph Architecture
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project

https://github.com/slavpetrov/
NAVER Machine Translation System for WAT 2015
Multilingual and Cross-Lingual Complex Word Identification
Albanian Part-of-Speech Tagging: Gold Standard and Evaluation
Korean Language Resources for Everyone
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder
Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling
An Extensible Multilingual Open Source Lemmatizer
Findings of the 2017 DiscoMT Shared Task on Cross-lingual Pronoun Prediction
Combining Ontologies and Neural Networks for Analyzing Historical Language Varieties. A Case Study in Middle Low German
Modeling Source Syntax for Neural Machine Translation
Findings of the 2016 WMT Shared Task on Cross-lingual Pronoun Prediction

https://github.com/zhengcj1/ChID-Dataset
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test

https://github.com/6/stopwords-json;
Learning Multilingual Topics from Incomparable Corpora
Analyzing Bayesian Crosslingual Transfer in Topic Models

https://github.com/esantus/ROOT9
Nine Features in a Random Forest to Learn Taxonomical Semantic Relations

https://github.com/pmarcis/dict-filtering
Bilingual dictionaries for all EU languages

https://github.com/clir/clearnlp
Classifying Emotions in Customer Support Dialogues in Social Media
Investigating neural architectures for short answer scoring
Open Information Extraction from Conjunctive Sentences
Bootstrapping for Numerical Open IE

https://github.com/snovd/corpus-data/
LIPN at SemEval-2017 Task 10: Filtering Candidate Keyphrases from Scientific Publications with Part-of-Speech Tag Sequences to Train a Sequence Labeling Model

https://sigmorphon.github.io/
A Simple Joint Model for Improved Contextual Neural Lemmatization

https://github.com/fcbr/cl-wnbrowser
Seeing is Correcting: curating lexical resources using social interfaces

https://github.com/whr94621/NJUNMT-pytorch
Online Distilling from Checkpoints for Neural Machine Translation

https://github.com/yicheng-w/
Commonsense for Generative Multi-Hop Question Answering Tasks

https://github.com/erekhinskaya/
Multilingual eXtended WordNet Knowledge Base: Semantic Parsing and Translation of Glosses

http://crscardellino.github.io/SBWCE/
Medical Word Embeddings for Spanish: Development and Evaluation

https://github.com/elliottd/Grounded
A Shared Task on Multimodal Machine Translation and Crosslingual Image Description

https://github.com/saffsd/geniatagger
Neural Networks For Negation Scope Detection

http://github.com/aritter/twitter-nlp
Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings
A Simple Bayesian Modelling Approach to Event Extraction from Twitter

http://github.com/JuleStar/
Terminology Extraction with Term Variant Detection

https://github.com/abachaa/MEDIQA2019/tree/master/Eval
DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering

https://github.com/NUSTM/ECPE
Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts

http://github.com/digling/edictor
A Web-Based Interactive Tool for Creating, Inspecting, Editing, and Publishing Etymological Datasets

https://github.com/jihunchoi/
Visually Grounded Neural Syntax Acquisition

https://github.com/uhh-lt/GermEval2017-Baseline
IIIT-H at IJCNLP-2017 Task 4: Customer Feedback Analysis using Machine Learning and Neural Network Approaches

https://github.com/hk-bmi/ddialog-da-generation
Dialogue-act-driven Conversation Model : An Experimental Study

http://github.com/joeraii/UTML-Latent-
Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions

https://github.com/andrely/NLI2013-
Native Language Identification using large scale lexical features

https://github.com/timdown/rangy
Creating a Novel Geolocation Corpus from Historical Texts

http://github.com/badc0re/sent-lex
On the Impact of Seed Words on Sentiment Polarity Lexicon Induction

https://github.com/fxsjy/Jieba
Cross-Lingual Sentiment Analysis Without (Good) Translation

https://github.com/philschulz/VITutorial
Latent Structure Models for Natural Language Processing

https://rekriz11.github.io
Simplification Using Paraphrases and Context-Based Lexical Substitution

https://github.com/xiaochang13/CacheTransition-Seq2seq
Sequence-to-sequence Models for Cache Transition Systems

https://github.com/syllog1sm/redshift
Learning to parse with IAA-weighted loss
Transforming Dependencies into Phrase Structures

https://github.com/GreekPerspective
Annotating Speech, Attitude and Perception Reports

https://github.com/adrien-bougouin/KeyBench
Keyphrase Generation with Correlation Constraints

https://github.com/zwjyyc/NNEMBs
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings

https://github.com/nlpbank/SRP2Vec
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph

https://github.com/kuhumcst/cstlemma
{bs,hr,sr}WaC - Web Corpora of Bosnian, Croatian and Serbian

https://github.com/castorini/Castor
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities
Integrating Question Classification and Deep Learning for improved Answer Selection

https://github.com/gouwsmeister/
Cross-Lingual Word Representations via Spectral Graph Embeddings

http://universaldependencies.github.io/docs/u/dep/name.html
Constraint Grammar-based conversion of Dependency Treebanks

https://github.com/SaeedNajafi/ac-tagger
Joint Approach to Deromanization of Code-mixed Texts

http://github.com/yago-naga/aida
Illinois Cross-Lingual Wikifier: Grounding Entities in Many Languages to the English Wikipedia

https://taku910.github.io/crfpp/\#
Part-of-speech Tagging of Code-Mixed Social Media Text

https://typology-and-nlp.github.io/
Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP

https://github.com/emjotde/symgiza-pp
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation

https://github.com/leodotnet/
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

https://github.com/desh2608/
Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text

https://github.com/SheffieldML/GPy
A temporal model of text periodicities using Gaussian Processes
UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity
QuEst - A translation quality estimation framework

https://github.com/nlpub/watasense
An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages

https://github.com/hkust-knowcomp/jwe
VCWE: Visual Character-Enhanced Word Embeddings

https://github.com/LC-John/Yahoo-Answers-
Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings

https://github.com/henrymoss/COLING2018
Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models

https://github.com/ftyers/ud-scripts
A Transition-based System for Universal Dependency Parsing

https://github.com/deepanshu1995/HateSpeech-Hindi-
A Dataset of Hindi-English Code-Mixed Social Media Text for Hate Speech Detection

https://github.com/ardate/SetSimilaritySearch
Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation

https://github.com/XiaoqiJiao/
Convolutional Neural Network for Universal Sentence Embeddings

https://github.com/habernal/semeval2018-task12-results
GIST at SemEval-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task

https://github.com/kho/mr-mira
Mr. MIRA: Open-Source Large-Margin Structured Learning on MapReduce
Towards Efficient Large-Scale Feature-Rich Statistical Machine Translation

https://github.com/FudanNLP/Capsule4TextClassification
Information Aggregation via Dynamic Routing for Sequence Encoding

https://github.com/arunjeyapal/
NUIG-UNLP at SemEval-2016 Task 1: Soft Alignment and Deep Learning for Semantic Textual Similarity

http://github.com/CopticScriptorium
An NLP Pipeline for Coptic

https://ucinlp.github.io/GenderQuant
GenderQuant: Quantifying Mention-Level Genderedness

https://github.com/polmine/germaparltei
The GermaParl Corpus of Parliamentary Protocols

https://github.com/joelescudefont/genbiasmt
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques

https://github.com/allenai/beaker
Structural Scaffolds for Citation Intent Classification in Scientific Publications

https://github.com/vaskonov/
The Negochat Corpus of Human-agent Negotiation Dialogues

https://github.com/neulab/xnmt/
When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?

https://github.com/dkmfbk/biographies
Recognizing Biographical Sections in Wikipedia

https://github.com/lmthang/bivec
Variable Mini-Batch Sizing and Pre-Trained Embeddings
Word Embeddings for Code-Mixed Language Processing
Unsupervised Joint Training of Bilingual Word Embeddings
Analyzing the Limitations of Cross-lingual Word Embedding Mappings

https://github.com/yohokuno/neural
Enabling Real-time Neural IME with Incremental Vocabulary Selection

https://github.com/EggplantElf/creepy
A Turkish-German Code-Switching Corpus

http://github.com/skTim/
Online Learning of Interpretable Word Embeddings

https://github.com/JDongian/
A Sub-Character Architecture for Korean Language Processing

https://github.com/heraldicsandfox/
Quantifying the Effects of Text Duplication on Semantic Models

http://github.com/kokeman/PReP
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/sjauhar/
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models

https://github.com/googlei18n/corpuscrawler
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text

https://github.com/cdli-gh/mtaac_work/
Towards a Linked Open Data Edition of Sumerian Corpora

https://github.com/FakeNewsChallenge/
Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles
Gradual Argumentation Evaluation for Stance Aggregation in Automated Fake News Detection

https://github.com/sarschu/
Code-Switching Ubique Est - Language Identification and Part-of-Speech Tagging for Historical Mixed Text

http://github.com/rwth-i6/CharacTER
Results of the WMT17 Metrics Shared Task
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges

https://github.com/UniversalDependencies/
UD-Japanese BCCWJ: Universal Dependencies Annotation for the Balanced Corpus of Contemporary Written Japanese
Universal Dependencies for Greek
From Universal Dependencies to Abstract Syntax
Increasing Return on Annotation Investment: The Automatic Construction of a Universal Dependency Treebank for Dutch
Universal Dependencies for Afrikaans

https://github.com/didzis/CAMR/tree/wrapper
RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy

https://github.com/mounicam/
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification
Multi-task Pairwise Neural Ranking for Hashtag Segmentation

https://uhh-lt.github.io/par4sim/
Par4Sim – Adaptive Paraphrasing for Text Simplification

http://github.com/ciprian-chelba/
Hyperspherical Query Likelihood Models with Word Embeddings

http://github.com/odashi/ckylark
Ckylark: A More Robust PCFG-LA Parser

https://github.com/tylin/
Domain Adaptation for Neural Networks by Parameter Augmentation

https://github.com/Oneplus/twpipe
Distilling Knowledge for Search-based Structured Prediction
Parsing Tweets into Universal Dependencies

https://github.com/anoopkunchukuttan/
Substring-based unsupervised transliteration with phonetic and contextual knowledge
Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER
NICT’s Participation in WAT 2018: Approaches Using Multilingualism and Recurrently Stacked Layers
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages
Findings of the 2019 Conference on Machine Translation (WMT19)
Multilingual Indian Language Translation System at WAT 2018: Many-to-one Phrase-based SMT
Utilizing Monolingual Data in NMT for Similar Languages: Submission to Similar Language Translation Task
NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task
UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems

https://github.com/Ehaschia/bi-tree-lstm-crf
Latent Variable Sentiment Grammar

https://github.com/langsci/
Extracting Interlinear Glossed Text from LaTeX Documents

https://github.com/kasooja/clesa
UoM: Using Explicit Semantic Analysis for Classifying Sentiments

https://github.com/ryankiros/Skip-Thoughts
CodeForTheChange at SemEval-2019 Task 8: Skip-Thoughts for Fact Checking in Community Question Answering

https://github.com/iapucp/chanot-lrec2018/
ChAnot: An Intelligent Annotation Tool for Indigenous and Highly Agglutinative Languages in Peru

https://github.com/dallascard/media
Classifying Frames at the Sentence Level in News Articles

http://ryancotterell.github.io/data/
Morphological Segmentation Inside-Out

https://github.com/TaoMiner/bridgeGap
Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding

http://github.com/vecto-ai/
SWOW-8500: Word Association task for Intrinsic Evaluation of Word Embeddings

https://abhijitmishra.github.io
Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective

https://github.com/facebookresearch/InferSent
Evaluation of Unsupervised Compositional Representations
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations
Training a Ranking Function for Open-Domain Question Answering
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation
Addressing the Winograd Schema Challenge as a Sequence Ranking Task
Effective Dimensionality Reduction for Word Embeddings
Dialogue Natural Language Inference
Correlating Neural and Symbolic Representations of Language
Multi-Label Transfer Learning for Multi-Relational Semantic Similarity

https://github.com/semantic-
Compositional Semantic Parsing across Graphbanks

https://github.com/ufal/treex/blob/master/lib/Treex/Block/HamleDT/ES/Harmonize.pm
Deep-syntax TectoMT for English-Spanish MT

https://github.com/gkaradzhov/ClickbaitRANLP
We Built a Fake News / Click Bait Filter: What Happened Next Will Blow Your Mind!

https://github.com/HIT-SCIR/pyltp
Neural Multitask Learning for Simile Recognition

http://github.com/trinker/sentimentr
Identifying the sentiment styles of YouTube’s vloggers

http://bkapukaranov.github.io/
Fine-Grained Sentiment Analysis for Movie Reviews in Bulgarian

https://github.com/mtanti/rnn-role
What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?

https://github.com/sheffieldnlp/whatIC
End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space

https://github.com/shiba24/
Listwise temporal ordering of events in clinical notes

https://github.com/notani/CLKP-MTKBC
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion

https://github.com/360er0/COMBO
Semi-Supervised Neural System for Tagging, Parsing and Lematization
Empirical Linguistic Study of Sentence Embeddings

https://github.com/makrai/dinu15/
Filtering Wiktionary Triangles by Linear Mbetween Distributed Word Models

https://github.com/jbencina/facebook-news
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

https://github.com/cmusphinx/g2p-seq2seq
PronouncUR: An Urdu Pronunciation Lexicon Generator
完全基於類神經網路之語音合成系統初步研究 (A Preliminary Study on Fully Neural Network-based Speech Synthesis System) [In Chinese]
Exploring word embeddings and phonological similarity for the unsupervised correction of language learner errors

https://github.com/alfredomg/ADAPT-MWE17
Detection of Verbal Multi-Word Expressions via Conditional Random Fields with Syntactic Dependency Features and Semantic Re-Ranking

https://github.com/adamlauretig/bwe
Identification, Interpretability, and Bayesian Word Embeddings

https://github.com/adhigunasurya/
Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser

http://conll.github.io/
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
Coreference in Wikipedia: Main Concept Resolution

https://github.com/cligs/textbox/blob/
Metrical Annotation of a Large Corpus of Spanish Sonnets: Representation, Scansion and Evaluation

https://github.com/akivajp/naacl2016
Selecting Syntactic, Non-redundant Segments in Active Learning for Machine Translation

https://github.com/dmort27/mstem
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations

https://github.com/harvardnlp/nmt-android
Sequence-Level Knowledge Distillation

http://devmount.github.io/GermanWordEmbeddings/
Projection-based Coreference Resolution Using Deep Syntax

https://github.com/arne-cl/discoursegraphs
discoursegraphs: A graph-based merging tool and converter for multilayer annotated corpora

http://github.com/hschwenk/
LIUM Machine Translation Systems for WMT17 News Translation Task

https://github.com/nlx-group/
Predicting Brain Activation with WordNet Embeddings

https://github.com/cosmmb/DCNN
Dependency-based Convolutional Neural Networks for Sentence Embedding

https://github.com/riedlma/SECOS
Multimodal Lexical Translation
Unsupervised Compound Splitting With Distributional Semantics Rivals Supervised Methods
Using Semantics for Granularities of Tokenization

https://github.com/danieldmm/minerva
Applying Core Scientific Concepts to Context-Based Citation Recommendation

https://github.com/clarinsi/tweetcat
TweetGeo - A Tool for Collecting, Processing and Analysing Geo-encoded Linguistic Data

https://github.com/ufal/udpipe/releases/tag/v1.2.0
Empirical Linguistic Study of Sentence Embeddings

https://github.com/globality-corp/sklearn-hierarchical-
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

http://github.com/elliottd/awareness
Adversarial Evaluation of Multimodal Machine Translation

http://github.com/neubig/egret
Towards High-Reliability Speech Translation in the Medical Domain

https://github.com/sld/convai-bot-1337
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

https://github.com/boudinfl/semeval-2010-pre
How Document Pre-processing affects Keyphrase Extraction Performance
pke: an open source python-based keyphrase extraction toolkit

https://github.com/lverwimp/tf-lm
TF-LM: TensorFlow-based Language Modeling Toolkit

https://github.com/dheerajrajagopal/SciQA
Domain Adaptation of SRL Systems for Biological Processes

https://github.com/medesto/annotation-guidelines
Time Expressions in Mental Health Records for Symptom Onset Extraction

https://github.com/nachne/semisuper
Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning

https://github.com/SilentFlame/AggressionDetection
Aggression Detection on Social Media Text Using Deep Neural Networks

https://github.com/AhmadSakor/falcon
Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text

https://github.com/songyouwei/ABSA-PyTorch
Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks

https://github.com/ICTRC/Parsivar
Parsivar: A Language Processing Toolkit for Persian

https://github.com/owlcs/owlapi
Interactive health insight miner: an adaptive, semantic-based approach

https://github.com/jodaiber/semantic_compound_splitting
Using Semantics for Granularities of Tokenization

https://github.com/yingtaomj/Iterati
Iterative Document Representation Learning Towards Summarization with Polishing

https://github.com/maximromanov/DuplAway
Shamela: A Large-Scale Historical Arabic Corpus

https://github.com/sfu-natlang/
Joint Prediction of Word Alignment with Alignment Types
Sign Clustering and Topic Extraction in Proto-Elamite

https://github.com/andreasvc/discodop
Discontinuous parsing with continuous trees

https://github.com/hellrich/JeSemE
Exploring Diachronic Lexical Semantics with JeSemE

https://github.com/polmine/polmineR
The GermaParl Corpus of Parliamentary Protocols

https://github.com/ema-/antibiotic-dictionary
Toward Automated Early Sepsis Alerting: Identifying Infection Patients from Nursing Notes

https://github.com/Leonard-Xu/CWE
Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language
Multi-Granularity Chinese Word Embedding
Learning Chinese Word Representations From Glyphs Of Characters
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components
A Hybrid Learning Scheme for Chinese Word Embedding
VCWE: Visual Character-Enhanced Word Embeddings

https://github.com/propbank/propbank-release
An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling
Resource Interoperability for Sustainable Benchmarking: The Case of Events
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance

https://github.com/yaohungt/
Multimodal Transformer for Unaligned Multimodal Language Sequences

https://github.com/aghie/hpac
Harry Potter and the Action Prediction Challenge from Natural Language

http://universaldependencies.github.io/
Hypergraph Modelization of a Syntactically Annotated English Wikipedia Dump
Should Have, Would Have, Could Have. Investigating Verb Group Representations for Parsing with Universal Dependencies.
Combining Ontologies and Neural Networks for Analyzing Historical Language Varieties. A Case Study in Middle Low German

https://github.com/a-
Design of an Input Method for Taiwanese Hokkien using Unsupervized Word Segmentation for Language Modeling

https://github.com/paracrawl
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline

https://github.com/lajanugen/S2V
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation

https://github.com/derekmma/
Implicit Discourse Relation Identification for Open-domain Dialogues

https://github.com/globalwordnet/
Using OntoLex-Lemon for Representing and Interlinking German Multiword Expressions in OdeNet and MMORPH

https://github.com/admasethiopia/parallel-text/
Parallel Corpora for bi-lingual English-Ethiopian Languages Statistical Machine Translation

https://github.com/masahiro-mi/
Analyzing the Effect of Entrainment on Dialogue Acts

https://github.com/mikahama/syntaxmaker/blob/master/
Development of an Open Source Natural Language Generation Tool for Finnish

https://pln-fing-udelar.github.io/
A Crowd-Annotated Spanish Corpus for Humor Analysis

https://github.com/nguyenlab/VSoLSCSum-Dataset
VSoLSCSum: Building a Vietnamese Sentence-Comment Dataset for Social Context Summarization

https://github.com/Pranav-Goel/
Sarcasm Target Identification: Dataset and An Introductory Approach

https://github.com/SAG-KeLP
Neural Attention for Learning to Rank Questions in Community Question Answering
Structural Representations for Learning Relations between Pairs of Texts
KeLP: a Kernel-based Learning Platform for Natural Language Processing
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers
Learning to Recognize Ancillary Information for Automatic Paraphrase Identification

https://github.com/yoonkim/CNN_
Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention

https://github.com/openminted/
Towards a Gold Standard Corpus for Variable Detection and Linking in Social Science Publications

https://github.com/awslabs/sockeye/tree/acl18
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures

https://github.com/uhh-lt/lt-keyterms
A Multilingual Information Extraction Pipeline for Investigative Journalism
LT Expertfinder: An Evaluation Framework for Expert Finding Methods

https://github.com/SoimulPatriei/
Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories

http://github.com/kylebgorman/SOTA-taggers
We Need to Talk about Standard Splits

https://github.com/toml-lang/toml
PDFAnno: a Web-based Linguistic Annotation Tool for PDF Documents

https://github.com/mjpost/dptsg
evision PDF of 'Native Tongues, Lost and Found: Resources and Empirical Evaluations in Native Language Identification
NLI Shared Task 2013: MQ Submission

https://github.com/aymara/lima
Improving the Performance of an Example-Based Machine Translation System Using a Domain-specific Bilingual Lexicon

http://glampouras.github.io/
Imitation learning for structured prediction in natural language processing

https://github.com/NYU-MLL/spinn/
ListOps: A Diagnostic Dataset for Latent Tree Learning

https://github.com/ixa-ehu/ixa-pipe-nerc
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
EliXa: A Modular and Flexible ABSA Platform
Building Named Entity Recognition Taggers via Parallel Corpora

https://github.com/PyThaiNLP/
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models

https://github.com/mgraffg/EvoDAG
INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis
INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis
INGEOTEC at SemEval-2019 Task 5 and Task 6: A Genetic Programming Approach for Text Classification

https://github.com/dayihengliu/
TIGS: An Inference Algorithm for Text Infilling with Gradient Search

http://github.com/SI3P/
SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation

https://github.com/aghie/
Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter

https://github.com/ddediu/phon-class-counts):
Defining and Counting Phonological Classes in Cross-linguistic Segment Databases

https://github.com/bmilde/ambientsearch
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams
Ambient Search: A Document Retrieval System for Speech Streams

https://github.com/TimDettmers/ConvE/
Adaptive Convolution for Multi-Relational Learning

https://github.com/boliangz/global_
Global Attention for Name Tagging

https://github.com/YeDeming/THUTag
Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation

https://github.com/NaNoGenMo/2018
Narrative Generation in the Wild: Methods from NaNoGenMo

https://github.com/uclanlp/CrossLingualDepParser
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing

https://github.com/contextscout/gcn_ner
Graph Convolutional Networks for Named Entity Recognition

https://github.com/tingkai-zhang/pytorch-openai-
An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection

https://github.com/YilunZhou/
Learning Household Task Knowledge from WikiHow Descriptions

https://github.com/ZhenYangIACAS/NMT
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets

https://github.com/huminghao16/RE3QA
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension

https://ntunlpsg.github
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach

https://github.com/attapol/conll16st
Argument Labeling of Explicit Discourse Relations using LSTM Neural Networks
Attention for Implicit Discourse Relation Recognition

http://narad.github.io/
Matrix and Tensor Factorization Methods for Natural Language Processing

https://github.com/keisks/wmt-trueskill
Findings of the 2016 Conference on Machine Translation

https://github.com/lifengjin/dimi_emnlp18
Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction

http://www.github.com/jakelever/VERSE
VERSE: Event and Relation Extraction in the BioNLP 2016 Shared Task

https://github.com/ffnlp/sethr
Regional Linguistic Data Initiative (ReLDI)
Universal Dependencies for Croatian (that work for Serbian, too)
Multilingual Projection for Parsing Truly Low-Resource Languages
A Legal Perspective on Training Models for Natural Language Processing
New Inflectional Lexicons and Training Corpora for Improved Morphosyntactic Annotation of Croatian and Serbian

https://github.com/baidu-research/
Globally Normalized Reader

https://github.com/nyu-dl/dl4mt-tutorial/blob/
Speeding Up Neural Machine Translation Decoding by Cube Pruning

https://github.com/CNGLdlab/LORG-Release
SOPA: Random Forests Regression for the Semantic Textual Similarity task
LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient
Quality Estimation of English-French Machine Translation: A Detailed Study of the Role of Syntax
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features

http://noisy-text.github.io/2016
Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models

https://github.com/yukio326/Reconstructor-NMT
TMU Japanese-English Neural Machine Translation System using Generative Adversarial Network for WAT 2018

https://github.com/mkobos/pca_
The University of Alicante at MultiLing 2015: approach, results and further insights

https://github.com/uclanlp/gn_glove
Conceptor Debiasing of Word Representations Evaluated on WEAT
The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques
Gender-preserving Debiasing for Pre-trained Word Embeddings

https://github.com/hanxiao/bert-as-service
Comparison of Diverse Decoding Methods from Conditional Language Models

https://github.com/nsaphra/urbandic-scraper
Evaluating Informal-Domain Word Representations With UrbanDictionary

https://github.com/uhh-lt/josimtext
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl

https://github.com/zooniverse/scribeAPI
Crowdsourcing-based Annotation of the Accounting Registers of the Italian Comedy

https://github.com/memray/seq2seq-keyphrase
Keyphrase Generation with Correlation Constraints
Incorporating Linguistic Constraints into Keyphrase Generation

https://github.com/aishj10/swap-net
Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks

https://github.com/snover/terp
SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity
Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation

https://github.com/tensorflow/tensor2tensor
Neural Machine Translation: Basics, Practical Aspects and Recent Trends
Design Challenges in Named Entity Transliteration
Context Models for OOV Word Translation in Low-Resource Languages
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
The Sockeye Neural Machine Translation Toolkit at AMTA 2018
SumeCzech: Large Czech News-Based Summarization Dataset
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation
DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
Tencent Neural Machine Translation Systems for WMT18
Multi-layer Representation Fusion for Neural Machine Translation
Neural Machine Translation into Language Varieties
Deep Attentive Sentence Ordering Network
Learning Semantic Textual Similarity from Conversations
TencentFmRD Neural Machine Translation for WMT18
CUNI Transformer Neural MT System for WMT18
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets
Kyoto University Participation to WAT 2017
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures
Three Strategies to Improve One-to-Many Multilingual Translation
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Kingsoft’s Neural Machine Translation System for WMT19
Osaka University MT Systems for WAT 2018: Rewarding, Preordering, and Domain Adaptation
A Compact and Language-Sensitive Multilingual Translation Method
CBNU System for SIGMORPHON 2019 Shared Task 2: a Pipeline Model
CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction
Kyoto University Participation to the WMT 2019 News Shared Task
Corpora Generation for Grammatical Error Correction

http://github.com/percyliang/brown-cluster
LMSim : Computing Domain-specific Semantic Word Similarities Using a Language Modeling Approach

https://github.com/dair-iitd/OpenIE-standalone
A Survey on Open Information Extraction
Neural Open Information Extraction

https://github.com/google/categorybuilder
Robust Handling of Polysemy via Sparse Representations
Text Classification with Few Examples using Controlled Generalization

https://github.com/WorksApplications/Sudachi
Sudachi: a Japanese Tokenizer for Business

https://github.com/cbaziotis/ntua-slp-semeval2018
THU-HCSI at SemEval-2019 Task 3: Hierarchical Ensemble Classification of Contextual Emotion in Conversation

https://github.com/UCSM-DUE/IWG_
Datasets of Slovene and Croatian Moderated News Comments

https://github.com/
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations
Findings of the Third Shared Task on Multimodal Machine Translation
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
Improved CCG Parsing with Semi-supervised Supertagging
One Representation per Word - Does it make Sense for Composition?
Neural Associative Memory for Dual-Sequence Modeling
Towards a Description of Symbolic Maps
Comparing Character-level Neural Language Models Using a Lexical Decision Task
A Generative Parser with a Discriminative Recognition Algorithm
Adapting SimpleNLG to Galician language
Boosting Transition-based AMR Parsing with Refined Actions and Auxiliary Analyzers
IUCM at SemEval-2018 Task 11: Similar-Topic Texts as a Comprehension Knowledge Source
Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance
BanditSum: Extractive Summarization as a Contextual Bandit
EmpiriST: AIPHES - Robust Tokenization and POS-Tagging for Different Genres
Investigating Redundancy in Emoji Use: Study on a Twitter Based Corpus
Multiplicative Tree-Structured Long Short-Term Memory Networks for Semantic Representations
The Helsinki Neural Machine Translation System
Telling Stories with Soundtracks: An Empirical Analysis of Music in Film
Evaluation of a Sequence Tagging Tool for Biomedical Texts
Multi-task dialog act and sentiment recognition on Mastodon
Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces
Relating semantic similarity and semantic association to how humans label other people
Combining Off-the-shelf Grammar and Spelling Tools for the Automatic Evaluation of Scientific Writing (AESW) Shared Task 2016
WING-NUS at SemEval-2017 Task 10: Keyphrase Extraction and Classification as Joint Sequence Labeling
On Generating Characteristic-rich Question Sets for QA Evaluation
Comparative Studies of Detecting Abusive Language on Twitter
A* CCG Parsing with a Supertag-factored Model
Sense Anaphoric Pronouns: Am I One?
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task
DLIREC: Aspect Term Extraction and Term Polarity Classification System
Addressing the MFS Bias in WSD systems
A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing
DUEL: A Multi-lingual Multimodal Dialogue Corpus for Disfluency, Exclamations and Laughter
Findings of the VarDial Evaluation Campaign 2017
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis
Retrofitting Word Vectors to Semantic Lexicons
Praaline: An Open-Source System for Managing, Annotating, Visualising and Analysing Speech Corpora
LIG-CRIStAL Submission for the WMT 2017 Automatic Post-Editing Task
Unsupervised Cross-lingual Transfer of Word Embedding Spaces
Analyzing the Behavior of Visual Question Answering Models
Reference-less Measure of Faithfulness for Grammatical Error Correction
Sentibase: Sentiment Analysis in Twitter on a Budget
Bridging the gap between extractive and abstractive summaries: Creation and evaluation of coherent extracts from heterogeneous sources
Annotating Speech, Attitude and Perception Reports
Automated Generation of Test Suites for Error Analysis of Concept Recognition Systems
Literal, Metphorical or Both? Detecting Metaphoricity in Isolated Adjective-Noun Phrases
Ensembling Factored Neural Machine Translation Models for Automatic Post-Editing and Quality Estimation
Dealing with word-internal modification and spelling variation in data-driven lemmatization
Improving Discourse Relation Projection to Build Discourse Annotated Corpora
Universal Dependency Parsing for Hindi-English Code-Switching
So similar and yet incompatible: Toward the automated identification of semantically compatible words
Improving End-to-End Memory Networks with Unified Weight Tying
An Incremental Parser for Abstract Meaning Representation
UCL+Sheffield at SemEval-2016 Task 8: Imitation learning for AMR parsing with an alpha-bound
N-ary Relation Extraction using Graph-State LSTM
Uncertainty-aware generative models for inferring document class prevalence
FonBund: A Library for Combining Cross-lingual Phonological Segment Data
MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models
MalwareTextDB: A Database for Annotated Malware Articles
Expanding Abbreviations in a Strongly Inflected Language: Are Morphosyntactic Tags Sufficient?
The Importance of Being Recurrent for Modeling Hierarchical Structure
Identification and Verification of Simple Claims about Statistical Properties
Document Modeling with External Attention for Sentence Extraction
DebugSL: An Interactive Tool for Debugging Sentiment Lexicons
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs
Neural Networks for Open Domain Targeted Sentiment
Syntax for Semantic Role Labeling, To Be, Or Not To Be
Learning Robust Representations of Text
Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation
Nonparametric Spherical Topic Modeling with Word Embeddings
Findings of the WMT 2017 Biomedical Translation Shared Task
Increasing Argument Annotation Reproducibility by Using Inter-annotator Agreement to Improve Guidelines
An Unsupervised Method for Uncovering Morphological Chains
Improving Black-box Speech Recognition using Semantic Parsing
Deep Reinforcement Learning with a Natural Language Action Space
Dialog State Tracking using Conditional Random Fields
Examining Temporality in Document Classification
Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings
Confidence Modeling for Neural Semantic Parsing
Global Relation Embedding for Relation Extraction
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
Initializing Convolutional Filters with Semantic Features for Text Classification
A Neural Layered Model for Nested Named Entity Recognition
Bi-Directional Neural Machine Translation with Synthetic Parallel Data
Simple Large-scale Relation Extraction from Unstructured Text
TopicRank: Graph-Based Topic Ranking for Keyphrase Extraction
bwbaugh : Hierarchical sentiment analysis with partial self-training
Colorless Green Recurrent Networks Dream Hierarchically
Edit Categories and Editor Role Identification in Wikipedia
CUAB: Supervised Learning of Disorders and their Attributes using Relations
All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations
Targeted Syntactic Evaluation of Language Models
Data Augmentation via Dependency Tree Morphing for Low-Resource Languages
The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task
The TALP-UPC Machine Translation Systems for WMT18 News Shared Translation Task
A Large Multilingual and Multi-domain Dataset for Recommender Systems
TF-LM: TensorFlow-based Language Modeling Toolkit
Learning Distributed Representations of Texts and Entities from Knowledge Base
On the Challenges of Translating NLP Research into Commercial Products
Think Visually: Question Answering through Virtual Imagery
An Impact Analysis of Features in a Classification Approach to Irony Detection in Product Reviews
Fast and Accurate Unlexicalized Parsing via Structural Annotations
Mapping natural language commands to web elements
Psycholinguistic Models of Sentence Processing Improve Sentence Readability Ranking
Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information
Active learning for sense annotation
Towards the Use of Deep Reinforcement Learning with Global Policy for Query-based Extractive Summarisation
Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing
Generalizing Word Embeddings using Bag of Subwords
AUTOMATED TRANSLATION OF A LITERARY WORK: A PILOT STUDY
Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction
Learning Typed Entailment Graphs with Global Soft Constraints
Igevorse at SemEval-2018 Task 10: Exploring an Impact of Word Embeddings Concatenation for Capturing Discriminative Attributes
Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution
Learning to Parse and Translate Improves Neural Machine Translation
A prototype finite-state morphological analyser for Chukchi
Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data
Resolving References to Objects in Photographs using the Words-As-Classifiers Model
ICE: Idiom and Collocation Extractor for Research and Education
evision PDF of 'Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge
An Embedding Model for Predicting Roll-Call Votes
Unsupervised Context-Sensitive Spelling Correction of Clinical Free-Text with Word and Character N-Gram Embeddings
Ontology alignment in the biomedical domain using entity definitions and context
AMR Parsing with an Incremental Joint Model
Analyzing Pre-processing Settings for Urdu Single-document Extractive Summarization
Learning to Ask: Neural Question Generation for Reading Comprehension
Event versus entity co-reference: Effects of context and form of referring expression
Using idiolects and sociolects to improve word prediction
A Tree-based Decoder for Neural Machine Translation
Measuring the Evolution of a Scientific Field through Citation Frames
Keyphrase Generation with Correlation Constraints
Learning What’s Easy: Fully Differentiable Neural Easy-First Taggers
Neural Architectures for Named Entity Recognition
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages
BLEU is Not Suitable for the Evaluation of Text Simplification
TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering
Coherence-Aware Neural Topic Modeling
Can We Create a Tool for General Domain Event Analysis?
Generating Informative Responses with Controlled Sentence Function
Entity Linking for Spoken Language
Comparison of Grapheme-to-Phoneme Conversion Methods on a Myanmar Pronunciation Dictionary
Universal Dependencies for Greek
A Fast Unified Model for Parsing and Sentence Understanding
Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics
Rule induction for global explanation of trained models
Adding Semantic Relations to a Large-Coverage Connective Lexicon of German
Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech
KnowYourNyms? A Game of Semantic Relationships
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance
Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension
ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents
Native Language Cognate Effects on Second Language Lexical Choice
Indra: A Word Embedding and Semantic Relatedness Server
Semi-Autoregressive Neural Machine Translation
Text Annotation Graphs: Annotating Complex Natural Language Phenomena
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects
OCR Post-Correction Evaluation of Early Dutch Books Online - Revisited
LeBLEU: N-gram-based Translation Evaluation Score for Morphologically Complex Languages
Integrating Transformer and Paraphrase Rules for Sentence Simplification
UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing
Evaluation of distributional semantic models: a holistic approach
Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics
Supersense tagging for Danish
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
What do Neural Machine Translation Models Learn about Morphology?
Onto.PT: recent developments of a large public domain Portuguese wordnet
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Experiments with Universal CEFR Classification
Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing
Supervised and Unsupervised Methods for Robust Separation of Section Titles and Prose Text in Web Documents
Neural Net Models of Open-domain Discourse Coherence
Attentive Interaction Model: Modeling Changes in View in Argumentation
Copenhagen at CoNLL–SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding
Automatically Tagging Constructions of Causation and Their Slot-Fillers
Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning
A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models
Overview of the DSL Shared Task 2015
Deep Generative Model for Joint Alignment and Word Representation
Neural Networks For Negation Scope Detection
SimpleNLG-IT: adapting SimpleNLG to Italian
Resources for building applications with Dependency Minimal Recursion Semantics
Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package
Edinburgh Neural Machine Translation Systems for WMT 16
Improving Hate Speech Detection with Deep Learning Ensembles
EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks
End-to-End System for Bacteria Habitat Extraction
RIGOTRIO at SemEval-2017 Task 9: Combining Machine Learning and Grammar Engineering for AMR Parsing and Generation
The Effect of Multiple Grammatical Errors on Processing Non-Native Writing
The E2E Dataset: New Challenges For End-to-End Generation
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
An Initial Test Collection for Ranked Retrieval of SMS Conversations
CNN for Text-Based Multiple Choice Question Answering
Multi-source synthetic treebank creation for improved cross-lingual dependency parsing
A Neural Network Architecture for Multilingual Punctuation Generation
LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction
What It Takes to Achieve 100% Condition Accuracy on WikiSQL
The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a #ParsingTragedy
ULISBOA at SemEval-2017 Task 12: Extraction and classification of temporal expressions and events
Weakly-supervised text-to-speech alignment confidence measure
Do We Really Need All Those Rich Linguistic Features? A Neural Network-Based Approach to Implicit Sense Labeling
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager
evision PDF of 'The Fact Extraction and VERification (FEVER) Shared Task
Jabberwocky Parsing: Dependency Parsing with Lexical Noise
Benchmarking Joint Lexical and Syntactic Analysis on Multiword-Rich Data
UniTN End-to-End Discourse Parser for CoNLL 2016 Shared Task
Opinion Recommendation Using A Neural Model
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
Learning Embeddings to lexicalise RDF Properties
Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data
An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation
The Circumstantial Event Ontology (CEO) and ECB+/CEO: an Ontology and Corpus for Implicit Causal Relations between Events
Towards Understanding Text Factors in Oral Reading
Parsing with Context Embeddings
Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects
EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION
Diachrony-aware Induction of Binary Latent Representations from Typological Features
The ACoLi CoNLL Libraries: Beyond Tab-Separated Values
Text Completion using Context-Integrated Dependency Parsing
Towards Understanding the Geometry of Knowledge Graph Embeddings
Sentence Alignment Methods for Improving Text Simplification Systems
A Parallel Recurrent Neural Network for Language Modeling with POS Tags
Learning to refine text based recommendations
Efficient Online Summarization of Microblogging Streams
Phonetically Balanced Code-Mixed Speech Corpus for Hindi-English Automatic Speech Recognition
Learning Structured Natural Language Representations for Semantic Parsing
LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification
Understanding Back-Translation at Scale
The Promise of Premise: Harnessing Question Premises in Visual Question Answering
Unsupervised Semantic Abstractive Summarization
Head-Lexicalized Bidirectional Tree LSTMs
DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition
evision PDF of 'The ACL Anthology: Current State and Future Directions
An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective
The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities
YEDDA: A Lightweight Collaborative Text Span Annotation Tool
EstNLTK - NLP Toolkit for Estonian
DL Team at SemEval-2018 Task 1: Tweet Affect Detection using Sentiment Lexicons and Embeddings
NICT’s Corpus Filtering Systems for the WMT18 Parallel Corpus Filtering Task
A Transition-Based Directed Acyclic Graph Parser for UCCA
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models
Predicting Audience’s Laughter During Presentations Using Convolutional Neural Network
ICL-HD at SemEval-2016 Task 8: Meaning Representation Parsing - Augmenting AMR Parsing with a Preposition Semantic Role Labeling Neural Network
A Corpus for Multilingual Document Classification in Eight Languages
Multi-Hop Knowledge Graph Reasoning with Reward Shaping
Multi-Model and Crosslingual Dependency Analysis
The Labeled Segmentation of Printed Books
Using Monolingual Data in Neural Machine Translation: a Systematic Study
A Unified Syntax-aware Framework for Semantic Role Labeling
Querying Word Embeddings for Similarity and Relatedness
Learning to Remember Translation History with a Continuous Cache
Leveraging Newswire Treebanks for Parsing Conversational Data with Argument Scrambling
RECIPE: Applying Open Domain Question Answering to Privacy Policies
Effective Feature Integration for Automated Short Answer Scoring
Redundancy Localization for the Conversationalization of Unstructured Responses
SimpleNLG-ZH: a Linguistic Realisation Engine for Mandarin
SemEval-2017 Task 9: Abstract Meaning Representation Parsing and Generation
200K+ Crowdsourced Political Arguments for a New Chilean Constitution
SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity
Gated Word-Character Recurrent Language Model
Defoiling Foiled Image Captions
A CUP of CoFee: A large Collection of feedback Utterances Provided with communicative function annotations
Iterative development of family history annotation guidelines using a synthetic corpus of clinical text
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement
Bag-of-Words as Target for Neural Machine Translation
Unsupervised Sentence Compression using Denoising Auto-Encoders
The Excitement Open Platform for Textual Inferences
Deep Relevance Ranking Using Enhanced Document-Query Interactions
Learning with Latent Language
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation
Unsupervised Learning of Morphological Forests
Code-Switching as a Social Act: The Case of Arabic Wikipedia Talk Pages
Please Clap: Modeling Applause in Campaign Speeches
Entity-aware Image Caption Generation
Neural Temporal Relation Extraction
High-risk learning: acquiring new word vectors from tiny data
Privacy-preserving Neural Representations of Text
A Deep Dive into Word Sense Disambiguation with LSTM
Using Stanford Part-of-Speech Tagger for the Morphologically-rich Filipino Language
The RWTH Aachen University Supervised Machine Translation Systems for WMT 2018
Identifying Depression on Reddit: The Effect of Training Data
Transparent, Efficient, and Robust Word Embedding Access with WOMBAT
Automatic Metric Validation for Grammatical Error Correction
A parallel collection of clinical trials in Portuguese and English
Deep contextualized word representations for detecting sarcasm and irony
Recurrent Memory Networks for Language Modeling
Improving Evaluation of Machine Translation Quality Estimation
Identifying Twitter Location Mentions
Scene Graph Parsing as Dependency Parsing
Convolutional Neural Networks with Recurrent Neural Filters
Simplified Dependency Annotations with GFL-Web
Deep Multitask Learning for Semantic Dependency Parsing
Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
Contextual Encoding for Translation Quality Estimation
Dataset for the First Evaluation on Chinese Machine Reading Comprehension
Learning to select data for transfer learning with Bayesian Optimization
A Multi-task Approach for Named Entity Recognition in Social Media Data
Learning to Generate Compositional Color Descriptions
Sentence-State LSTM for Text Representation
Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text?
Do we need bigram alignment models? On the effect of alignment quality on transduction accuracy in G2P
Learning Neural Templates for Text Generation
NCRF++: An Open-source Neural Sequence Labeling Toolkit
Cipher Type Detection
CATS: A Tool for Customized Alignment of Text Simplification Corpora
Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages?
Context-Free Transductions with Neural Stacks
SETS: Scalable and Efficient Tree Search in Dependency Graphs
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines
Word Alignment without NULL Words
Generating a Yiddish Speech Corpus, Forced Aligner and Basic ASR System for the AHEYM Project
Systematic Study of Long Tail Phenomena in Entity Linking
A Domain-independent Rule-based Framework for Event Extraction
Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder
Neural Architectures for Fine-grained Entity Type Classification
ELDEN: Improved Entity Linking Using Densified Knowledge Graphs
Greed is Good if Randomized: New Inference for Dependency Parsing
Defining and Counting Phonological Classes in Cross-linguistic Segment Databases
PIC a Different Word: A Simple Model for Lexical Substitution in Context
The WMT’18 Morpheval test suites for English-Czech, English-German, English-Finnish and Turkish-English
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
A Quantitative Study of Data in the NLP community
Learning Structured Text Representations
IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification
Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles
Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation
Simple Semi-Supervised POS Tagging
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization
Summarizing Source Code using a Neural Attention Model
Data-driven sentence generation with non-isomorphic trees
Polarity and Intensity: the Two Aspects of Sentiment Analysis
Improving Opinion-Target Extraction with Character-Level Word Embeddings
Pragmatic descriptions of perceptual stimuli
Imagination Improves Multimodal Translation
Testing for Significance of Increased Correlation with Human Judgment
Learning Joint Semantic Parsers from Disjoint Data
Toward an NLG System for Bantu languages: first steps with Runyankore (demo)
Model-based Word Embeddings from Decompositions of Count Matrices
Tree-Stack LSTM in Transition Based Dependency Parsing
Representing General Relational Knowledge in ConceptNet 5
MTNT: A Testbed for Machine Translation of Noisy Text
Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation
Word-Context Character Embeddings for Chinese Word Segmentation
Toward Fast and Accurate Neural Discourse Segmentation
Sensible at SemEval-2016 Task 11: Neural Nonsense Mangled in Ensemble Mess
LingSync & the Online Linguistic Database: New Models for the Collection and Management of Data for Language Communities, Linguists and Language Learners
Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER
SentiME++ at SemEval-2017 Task 4: Stacking State-of-the-Art Classifiers to Enhance Sentiment Classification
An Information-Providing Closed-Domain Human-Agent Interaction Corpus
Pruning Basic Elements for Better Automatic Evaluation of Summaries
Event-Driven Headline Generation
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning
CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
Scaling Up Word Clustering
User profiling with geo-located posts and demographic data
Sequence-to-Sequence Learning as Beam-Search Optimization
Combining Global Models for Parsing Universal Dependencies
Multiword Expression Identification with Recurring Tree Fragments and Association Measures
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
Mama Edha at SemEval-2017 Task 8: Stance Classification with CNN and Rules
Pointing the Unknown Words
Grammatical Error Correction with Neural Reinforcement Learning
Stance Detection with Bidirectional Conditional Encoding
GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques
Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning
Synthetic Data Made to Order: The Case of Parsing
Better Document-level Sentiment Analysis from RST Discourse Parsing
A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset
A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really?
Bootstrapping a historical commodities lexicon with SKOS and DBpedia
A Study of Reinforcement Learning for Neural Machine Translation
Shortcut-Stacked Sentence Encoders for Multi-Domain Inference
The VU Sound Corpus: Adding More Fine-grained Annotations to the Freesound Database
Multilingual Word Segmentation: Training Many Language-Specific Tokenizers Smoothly Thanks to the Universal Dependencies Corpus
Commonsense for Generative Multi-Hop Question Answering Tasks
Learning Sentiment Memories for Sentiment Modification without Parallel Data
community2vec: Vector representations of online communities encode semantic relationships
Building an Ellipsis-aware Chinese Dependency Treebank for Web Text
Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension
How to Train good Word Embeddings for Biomedical NLP
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization
Latent Domain Translation Models in Mix-of-Domains Haystack
MoRS at SemEval-2017 Task 3: Easy to use SVM in Ranking Tasks
The Web as a Knowledge-Base for Answering Complex Questions
Proposed Method for Annotation of Scientific Arguments in Terms of Semantic Relations and Argument Schemes
Neural Response Generation via GAN with an Approximate Embedding Layer
Entity Tracking Improves Cloze-style Reading Comprehension
Quality Estimation with Force-Decoded Attention and Cross-lingual Embeddings
A Transition-based Model for Joint Segmentation, POS-tagging and Normalization
Use Generalized Representations, But Do Not Forget Surface Features
Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention
Abstract Meaning Representation for Paraphrase Detection
Learning how to Active Learn: A Deep Reinforcement Learning Approach
The Interplay of Semantics and Morphology in Word Embeddings
Commonsense Justification for Action Explanation
Multimodal Topic Labelling
Computational analysis of Gondi dialects
These are not the Stereotypes You are Looking For: Bias and Fairness in Authorial Gender Attribution
Reproducing and Regularizing the SCRN Model
bot.zen @ EmpiriST 2015 - A minimally-deep learning PoS-tagger (trained for German CMC and Web data)
The First Komi-Zyrian Universal Dependencies Treebanks
Topical Coherence in LDA-based Models through Induced Segmentation
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing
Cross-Pair Text Representations for Answer Sentence Selection
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study
Cross-domain Semantic Parsing via Paraphrasing
Character-level Chinese-English Translation through ASCII Encoding
ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling
Retrieval-Based Neural Code Generation
High-Order Low-Rank Tensors for Semantic Role Labeling
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations
The UniTN Discourse Parser in CoNLL 2015 Shared Task: Token-level Sequence Labeling with Argument-specific Models
Reading Wikipedia to Answer Open-Domain Questions
A Snapshot of NLG Evaluation Practices 2005 - 2014
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback
Rational Recurrences
Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers
RACE: Large-scale ReAding Comprehension Dataset From Examinations
A Data-Oriented Model of Literary Language
Implicit Argument Prediction with Event Knowledge
CANE: Context-Aware Network Embedding for Relation Modeling
Enriching ASR Lattices with POS Tags for Dependency Parsing
Sarcasm Analysis Using Conversation Context
Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource
The LODeXporter: Flexible Generation of Linked Open Data Triples from NLP Frameworks for Automatic Knowledge Base Construction
Classical Structured Prediction Losses for Sequence to Sequence Learning
DialSQL: Dialogue Based Structured Query Generation
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components
RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses
Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Challenges in Data-to-Document Generation
This before That: Causal Precedence in the Biomedical Domain
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification
Exploring Neural Text Simplification Models
Multi-task learning for interpretable cause of death classification using key phrase prediction
Language Identification and Modeling in Specialized Hardware
UWB at SemEval-2018 Task 10: Capturing Discriminative Attributes from Word Distributions
ParFDA for Fast Deployment of Accurate Statistical Machine Translation Systems, Benchmarks, and Statistics
Low-Rank Tensors for Scoring Dependency Structures
Comparison between historical population archives and decentralized databases
Joint Lemmatization and Morphological Tagging with Lemming
A Fast and Accurate Vietnamese Word Segmenter
Why We Need New Evaluation Metrics for NLG
Olive Oil is Made of Olives, Baby Oil is Made for Babies: Interpreting Noun Compounds Using Paraphrases in a Neural Model
Cheating a Parser to Death: Data-driven Cross-Treebank Annotation Transfer
Abstract Syntax Networks for Code Generation and Semantic Parsing
Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling
The Influence of Spelling Errors on Content Scoring Performance
Named Entity Disambiguation for Noisy Text
Bridging CNNs, RNNs, and Weighted Finite-State Machines
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
FOIL it! Find One mismatch between Image and Language caption
DBpedia: A Multilingual Cross-domain Knowledge Base
A Comparison of Machine Translation Paradigms for Use in Black-Box Fuzzy-Match Repair
Neural Networks for Multi-Word Expression Detection
Ultra-Fine Entity Typing
Joint A* CCG Parsing and Semantic Role Labelling
Simple Queries as Distant Labels for Predicting Gender on Twitter
To normalize, or not to normalize: The impact of normalization on Part-of-Speech tagging
A Synchronous Context Free Grammar for Time Normalization
Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains
ConStance: Modeling Annotation Contexts to Improve Stance Classification
GRaSP: A Multilayered Annotation Scheme for Perspectives
Introducing a web application for labeling, visualizing speech and correcting derived speech signals
Learning to Describe Differences Between Pairs of Similar Images
Simple Recurrent Units for Highly Parallelizable Recurrence
Exploiting Document Knowledge for Aspect-level Sentiment Classification
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter
Strawman: An Ensemble of Deep Bag-of-Ngrams for Sentiment Analysis
EMR Coding with Semi-Parametric Multi-Head Matching Networks
Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations
Reusing Weights in Subword-Aware Neural Language Models
A Melody-Conditioned Lyrics Language Model
Exploring Neural Methods for Parsing Discourse Representation Structures
TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification
Semi-supervised User Geolocation via Graph Convolutional Networks
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
Adaptive Document Retrieval for Deep Question Answering
Pragmatically Informative Image Captioning with Character-Level Inference
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags
Producing Monolingual and Parallel Web Corpora at the Same Time - SpiderLing and Bitextor’s Love Affair
On Evaluating the Generalization of LSTM Models in Formal Languages
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations
Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem
The MeMAD Submission to the WMT18 Multimodal Translation Task
Making Dependency Labeling Simple, Fast and Accurate
ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing
Data Driven Grammatical Error Detection in Transcripts of Children’s Speech
Comparing Apples to Apple: The Effects of Stemmers on Topic Models
Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling
Continuous N-gram Representations for Authorship Attribution
The Negochat Corpus of Human-agent Negotiation Dialogues
Attentive Language Models
Authorship Attribution with Convolutional Neural Networks and POS-Eliding
Optimizing Differentiable Relaxations of Coreference Evaluation Metrics
Improving Neural Translation Models with Linguistic Factors
Aspect-augmented Adversarial Networks for Domain Adaptation
Linear-time Constituency Parsing with RNNs and Dynamic Programming
Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks
Linguistic Understanding of Complaints and Praises in User Reviews
Stock Movement Prediction from Tweets and Historical Prices
Interpersonal Relationship Labels for the CALLHOME Corpus
Examining the Relationship between Preordering and Word Order Freedom in Machine Translation
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution
Leveraging Local and Global Patterns for Self-Attention Networks
Sentiment Analysis Is Not Solved! Assessing and Probing Sentiment Classification
Annotating and analyzing the interactions between meaning relations
At the Lower End of Language—Exploring the Vulgar and Obscene Side of German
Neural Architectures for Nested NER through Linearization
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference
Structural Neural Encoders for AMR-to-text Generation
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension
Fill the GAP: Exploiting BERT for Pronoun Resolution
Improving Multi-turn Dialogue Modelling with Utterance ReWriter
A Modular Tool for Automatic Summarization
Universal dependencies for Scottish Gaelic: syntax
What Does BERT Look at? An Analysis of BERT’s Attention
Comparison of Diverse Decoding Methods from Conditional Language Models
Structured Minimally Supervised Learning for Neural Relation Extraction
UCAM Biomedical Translation at WMT19: Transfer Learning Multi-domain Ensembles
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
Subword Encoding in Lattice LSTM for Chinese Word Segmentation
Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning
Deep Dominance - How to Properly Compare Deep Neural Models
Semi-supervised Domain Adaptation for Dependency Parsing
A Neural, Interactive-predictive System for Multimodal Sequence to Sequence Tasks
Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling
Answer-based Adversarial Training for Generating Clarification Questions
Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference
Unsupervised Learning of PCFGs with Normalizing Flow
A Multiscale Visualization of Attention in the Transformer Model
The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification
Erroneous data generation for Grammatical Error Correction
Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks
Char-RNN for Word Stress Detection in East Slavic Languages
Content Differences in Syntactic and Semantic Representation
A Prism Module for Semantic Disentanglement in Name Entity Recognition
Simulating Spanish-English Code-Switching: El Modelo Está Generating Code-Switches
Stop PropagHate at SemEval-2019 Tasks 5 and 6: Are abusive language classification results reproducible?
Domain Adaptation of Neural Machine Translation by Lexicon Induction
Improving Robustness of Machine Translation with Synthetic Noise
Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology
The limits of Spanglish?
Turkish Treebanking: Unifying and Constructing Efforts
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension
GKR: Bridging the Gap between Symbolic/structural and Distributional Meaning Representations
SWAP at SemEval-2019 Task 3: Emotion detection in conversations through Tweets, CNN and LSTM deep neural networks
Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering
Unsupervised Induction of Ukrainian Morphological Paradigms for the New Lexicon: Extending Coverage for Named Entities and Neologisms using Inflection Tables and Unannotated Corpora
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions
Data-efficient Neural Text Compression with Interactive Learning
Effective Adversarial Regularization for Neural Machine Translation
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Learning to Predict Novel Noun-Noun Compounds
Adversarial Training for Weakly Supervised Event Detection
Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges
Quantifying Similarity between Relations with Fact Distribution
The University of Helsinki Submissions to the WMT19 Similar Language Translation Task
VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions
Attention Guided Graph Convolutional Networks for Relation Extraction
Ilfhocail: A Lexicon of Irish MWEs
Interpretable Neural Predictions with Differentiable Binary Variables
A Partially Rule-Based Approach to AMR Generation
Geolocating Political Events in Text
Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates
A Large-Scale Comparison of Historical Text Normalization Systems
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification
Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video
CODAH: An Adversarially-Authored Question Answering Dataset for Common Sense
Distant Learning for Entity Linking with Automatic Noise Detection
Analyzing Linguistic Complexity and Accuracy in Academic Language Development of German across Elementary and Secondary School
PaperRobot: Incremental Draft Generation of Scientific Ideas
Measuring the perceptual availability of phonological features during language acquisition using unsupervised binary stochastic autoencoders
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction
RankQA: Neural Question Answering with Answer Re-Ranking
Neural Response Generation with Meta-words
Generating Animations from Screenplays
Sequential Attention with Keyword Mask Model for Community-based Question Answering
Multilingual segmentation based on neural networks and pre-trained word embeddings
Transfer Capsule Network for Aspect Level Sentiment Classification
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction
MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding
Sequence Labeling Parsing by Learning across Representations
Customizing Grapheme-to-Phoneme System for Non-Trivial Transcription Problems in Bangla Language
Generalized Data Augmentation for Low-Resource Translation
Sparse Sequence-to-Sequence Models
Unsupervised Question Answering by Cloze Translation
Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing
Detecting Subevents using Discourse and Narrative Features
Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing
Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry
Is It Worth the Attention? A Comparative Evaluation of Attention Layers for Argument Unit Segmentation
Word-order Biases in Deep-agent Emergent Communication
Strategies for Structuring Story Generation
Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table
GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks
Is Attention Interpretable?
Neural Arabic Question Answering
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems
Numbers Normalisation in the Inflected Languages: a Case Study of Polish
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
Using Word Embeddings to Examine Gender Bias in Dutch Newspapers, 1950-1990
Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation
Relation Discovery with Out-of-Relation Knowledge Base as Supervision
Analyzing the Structure of Attention in a Transformer Language Model
IT–IST at the SIGMORPHON 2019 Shared Task: Sparse Two-headed Models for Inflection
StRE: Self Attentive Edit Quality Prediction in Wikipedia
Second-Order Semantic Dependency Parsing with End-to-End Neural Networks
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains
BAM! Born-Again Multi-Task Networks for Natural Language Understanding
Multi-hop Reading Comprehension through Question Decomposition and Rescoring
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets
Evaluating Recurrent Neural Network Explanations
Pay “Attention” to your Context when Classifying Abusive Language
Learning Hierarchical Discourse-level Structure for Fake News Detection
Large Dataset and Language Model Fun-Tuning for Humor Recognition
MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants
Categorizing and Inferring the Relationship between the Text and Image of Twitter Posts
Building a Production Model for Retrieval-Based Chatbots
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings
Learning to Select, Track, and Generate for Data-to-Text
The Language of Legal and Illegal Activity on the Darknet
Cross-Domain NER using Cross-Domain Language Modeling
ELI5: Long Form Question Answering
Temporal and Aspectual Entailment
Target Based Speech Act Classification in Political Campaign Text
A Benchmark Corpus of English Misspellings and a Minimally-supervised Model for Spelling Correction
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting
Zero-Shot Cross-Lingual Opinion Target Extraction
Do You Know That Florence Is Packed with Visitors? Evaluating State-of-the-art Models of Speaker Commitment
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text
Literary Event Detection
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems
CUNI–Malta system at SIGMORPHON 2019 Shared Task on Morphological Analysis and Lemmatization in context: Operation-based word formation
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering
Code-switching in Irish tweets: A preliminary analysis
Sentence Length
BERT Rediscovers the Classical NLP Pipeline
HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings
SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition
Context Dependent Semantic Parsing over Temporally Structured Data
GLTR: Statistical Detection and Visualization of Generated Text
Exact Hard Monotonic Attention for Character-Level Transduction
Evaluating Gender Bias in Machine Translation
Initial Experiments In Cross-Lingual Morphological Analysis Using Morpheme Segmentation
News Article Teaser Tweets and How to Generate Them
Strong and Simple Baselines for Multimodal Utterance Embeddings
Evaluation of Scientific Elements for Text Similarity in Biomedical Publications
Structural Scaffolds for Citation Intent Classification in Scientific Publications
Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling
Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge
Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling
What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal Cues
Improving Robustness of Neural Machine Translation with Multi-task Learning
Questions in Dependent Type Semantics
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
Fine-Grained Entity Typing in Hyperbolic Space
Mining Discourse Markers for Unsupervised Sentence Representation Learning
Open Domain Event Extraction Using Neural Latent Variable Models
NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep
Online abuse detection: the value of preprocessing and neural attention models
Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer
You Write like You Eat: Stylistic Variation as a Predictor of Social Stratification
Columbia at SemEval-2019 Task 7: Multi-task Learning for Stance Classification and Rumour Verification
Open Sesame: Getting inside BERT’s Linguistic Knowledge
TOI-CNN: a Solution of Information Extraction on Chinese Insurance Policy
MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings
Learning to Explain: Answering Why-Questions via Rephrasing
Whodunnit? Crime Drama as a Case for Natural Language Understanding
Plain English Summarization of Contracts
Using OntoLex-Lemon for Representing and Interlinking German Multiword Expressions in OdeNet and MMORPH
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation
Competence-based Curriculum Learning for Neural Machine Translation
Learning to Discover, Ground and Use Words with Segmental Neural Language Models
Food-Related Sentiment Analysis for Cantonese
Learning How to Active Learn by Dreaming
Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates
Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives
Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects
An Imitation Learning Approach to Unsupervised Parsing
DBMS-KU at SemEval-2019 Task 9: Exploring Machine Learning Approaches in Classifying Text as Suggestion or Non-Suggestion
Measuring Bias in Contextualized Word Representations
Towards Robust Named Entity Recognition for Historic German
DisSent: Learning Sentence Representations from Explicit Discourse Relations
Measuring the Compositionality of Noun-Noun Compounds over Time
Sentence Centrality Revisited for Unsupervised Summarization
A General-Purpose Annotation Model for Knowledge Discovery: Case Study in Spanish Clinical Text
Analyzing Linguistic Differences between Owner and Staff Attributed Tweets
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
Segmentation of Argumentative Texts with Contextualised Word Representations
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation
Merge and Label: A Novel Neural Network Architecture for Nested NER
Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network
Dynamically Fused Graph Network for Multi-hop Reasoning
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA
The University of Helsinki Submissions to the WMT19 News Translation Task
A Report on the Third VarDial Evaluation Campaign
Neural Coreference Resolution with Limited Lexical Context and Explicit Mention Detection for Oral French
Self-Supervised Learning for Contextualized Extractive Summarization
Semantically Constrained Multilayer Annotation: The Case of Coreference
SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling
Syntax-aware Semantic Role Labeling without Parsing
Recursive Subtree Composition in LSTM-Based Dependency Parsing
Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text
Improving American Sign Language Recognition with Synthetic Data
Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Topic Labels
Soft Contextual Data Augmentation for Neural Machine Translation
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary Detection
On the Realization of Compositionality in Neural Networks
Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach
CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain
Unsupervised Extraction of Partial Translations for Neural Machine Translation
Word Embeddings (Also) Encode Human Personality Stereotypes
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks
Selective Attention for Context-aware Neural Machine Translation
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes
A Lightweight Recurrent Network for Sequence Modeling
Regression or classification? Automated Essay Scoring for Norwegian
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing
Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language
Unsupervised Topic-Specific Domain Dependency Graphs for Aspect Identification in Sentiment Analysis
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems
Cross-Lingual Lemmatization and Morphology Tagging with Two-Stage Multilingual BERT Fine-Tuning
Modeling Paths for Explainable Knowledge Base Completion
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Multi-Source Cross-Lingual Model Transfer: Learning What to Share
A Hybrid Model for Globally Coherent Story Generation
Entity Recognition at First Sight: Improving NER with Eye Movement Information
Text Generation from Knowledge Graphs with Graph Transformers
Early Rumour Detection
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling
NRC Parallel Corpus Filtering System for WMT 2019
Bilingual Lexicon Induction through Unsupervised Machine Translation
Suggestion Miner at SemEval-2019 Task 9: Suggestion Detection in Online Forum using Word Graph
Rubric Reliability and Annotation of Content and Argument in Source-Based Argument Essays
Gendered Ambiguous Pronoun (GAP) Shared Task at the Gender Bias in NLP Workshop 2019
Evaluating Discourse in Structured Text Representations
Transfer Learning for Causal Sentence Detection
Relational Word Embeddings
Multi-turn Dialogue Response Generation in an Adversarial Learning Framework
A Corpus for Reasoning about Natural Language Grounded in Photographs
Development of a Universal Dependencies treebank for Welsh
Variation between Different Discourse Types: Literate vs. Oral
Synthetic QA Corpora Generation with Roundtrip Consistency
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification
JHU 2019 Robustness Task System Description
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology
A Structural Probe for Finding Syntax in Word Representations
Recurrent models and lower bounds for projective syntactic decoding
Team QCRI-MIT at SemEval-2019 Task 4: Propaganda Analysis Meets Hyperpartisan News Detection
What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue

https://github.com/Alveo/alveo-uima
Integrating UIMA with Alveo, a human communication science virtual laboratory

https://github.com/oadams/mam
Phonemic Transcription of Low-Resource Tonal Languages

https://github.com/alex-fonseca/lexfom-
Retrieving Information from the French Lexical Network in RDF/OWL Format

https://github.com/s2m/FUSE
Distributional Semantics in Technicolor

https://github.com/melphi/fakenews-analysis
Automatic and Manual Web Annotations in an Infrastructure to handle Fake News and other Online Media Phenomena

https://github.com/pfnet/optuna
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task

https://github.com/jacobandreas/
Response-based Learning for Grounded Machine Translation

https://github.com/christos-c/
Neural Machine Translation of Low-Resource and Similar Languages with Backtranslation

https://github.com/tdozat/UnstableParser/
Twitter Universal Dependency Parsing for African-American and Mainstream American English

https://github.com/moses-smt/mgiza
Prompsit’s submission to WMT 2018 Parallel Corpus Filtering shared task
Chunk-based Decoder for Neural Machine Translation
Simple and Effective Text Simplification Using Semantic and Neural Methods
BIRA: Improved Predictive Exchange Word Clustering
Faster and Lighter Phrase-based Machine Translation Baseline
Discovery of Discourse-Related Language Contrasts through Alignment Discrepancies in English-German Translation
Unsupervised Bilingual Segmentation using MDL for Machine Translation
Normalizador de Texto para Lingua Portuguesa baseado em Modelo de Linguagem (A Normalizer based on Language Model for Texts in Portuguese)[In Portuguese]
Faster Decoding for Subword Level Phrase-based SMT between Related Languages

https://github.com/cfedermann/wmt16/
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation

http://jrtom.github.io/jung/
QLUT at SemEval-2017 Task 2: Word Similarity Based on Word Embedding and Knowledge Base

https://github.com/BIU-NLP/word2vecf
Cross-Lingual Pronoun Prediction with Deep Recurrent Neural Networks v2.0
TurkuNLP: Delexicalized Pre-training of Word Embeddings for Dependency Parsing

https://github.com/nyu-dl/dl4mt-tutorial/tree/master/session2
Interactive Attention for Neural Machine Translation
Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches
Non-sentential Question Resolution using Sequence to Sequence Learning

https://github.com/slangtech/ru-comps
A Dataset for Noun Compositionality Detection for a Slavic Language

https://github.com/fginter/dep_
Dep_search: Efficient Search Tool for Large Dependency Parsebanks

https://github.com/LBierkandt/graph-anno
Annotating modals with GraphAnno, a configurable lightweight tool for multi-level annotation
Creating and retrieving tense and aspect annotation with GraphAnno, a lightweight tool for multi-level annotation

https://github.com/LiyuanLucasLiu/LM-LSTM-CRF
Hybrid semi-Markov CRF for Neural Sequence Labeling
Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis

https://github.com/knowitall/openie
Creating a Large Benchmark for Open Information Extraction
More than Word Cooccurrence: Exploring Support and Opposition in International Climate Negotiations with Semantic Parsing
Porting an Open Information Extraction System from English to German
Demonyms and Compound Relational Nouns in Nominal Open IE
Bootstrapping for Numerical Open IE
Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization
Utilizing Automatic Predicate-Argument Analysis for Concept Map Mining

http://knowitall.github.io/ollie/
Multilingual Open Relation Extraction Using Cross-lingual Projection

https://www.github.com/
Substring Frequency Features for Segmentation of Japanese Katakana Words with Unlabeled Corpora
Marrying Universal Dependencies and Universal Morphology
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

https://github.com/lspecia/QualityEstimation
Non-Linear Models for Confidence Estimation

https://github.com/Leonard-Xu/CWE/tree/master/data
Exploiting Word Internal Structures for Generic Chinese Sentence Representation
Multi-Granularity Chinese Word Embedding

https://github.com/statsmaths/cdexplo
Cross-Discourse and Multilingual Exploration of Textual Corpora with the DualNeighbors Algorithm

https://github.com/AdolfVonKleist/Phonetisaurus
Design Challenges in Named Entity Transliteration

https://github.com/ltgoslo/norec
NoReC: The Norwegian Review Corpus

https://github.com/frcchang/zpar/releases/tag/v0.7.5
Measuring the Information Content of Financial News

https://github.com/bitextor/bitextor
Collecting domain specific data for MT: an evaluation of the ParaCrawlpipeline
ParaCrawl: Web-scale parallel corpora for the languages of the EU
Developing a Neural Machine Translation system for Irish

https://github.com/apertium
Machine Translation for Crimean Tatar to Turkish
Apertium-fin-eng–Rule-based Shallow Machine Translation for WMT 2019 Shared Task

https://github.com/yuchenz/tdp_
Neural Ranking Models for Temporal Dependency Structure Parsing
Acquiring Structured Temporal Representation via Crowdsourcing: A Feasibility Study

https://github.com/janelleshane/DnD_
Narrative Generation in the Wild: Methods from NaNoGenMo

https://github.com/clld/phoible/data
FonBund: A Library for Combining Cross-lingual Phonological Segment Data

https://github.com/EdinburghNLP/nematus/
Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention

https://github.com/aizhanti/filtered-
Improving Low-Resource Neural Machine Translation with Filtered Pseudo-Parallel Corpus

https://github.com/moses-smt/mosesdecoder/blob/master/scripts/generic/multi-bleu
Improving Neural Machine Translation by Incorporating Hierarchical Subword Features
An Operation Network for Abstractive Sentence Compression
Double Path Networks for Sequence to Sequence Learning

https://github.com/zhanghainan/ReCoSa
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation

http://tudarmstadt-lt.github.io/taxi
TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling

https://github.com/TallChris91/PASS
Template-based multilingual football reports generation using Wikidata as a knowledge base
PASS: A Dutch data-to-text system for soccer, targeted towards specific audiences

https://github.com/vitaka/morph-xpand-smt/blob/master/tags
Dealing with Data Sparseness in SMT with Factured Models and Morphological Expansion: a Case Study on Croatian

https://github.com/fastai/fastai/blob/master/courses/dl2/imdb.ipynb
ColumbiaNLP at SemEval-2019 Task 8: The Answer is Language Model Fine-tuning

http://tudarmstadt-lt.github.io/taxi/
End-to-End Reinforcement Learning for Automatic Taxonomy Induction

https://github.com/malllabiisc/AD3
AD3: Attentive Deep Document Dater

https://github.com/christinschaetzle/
DiaHClust: an Iterative Hierarchical Clustering Approach for Identifying Stages in Language Change

https://github.com/OpenNMT
Neural and rule-based Finnish NLP models—expectations, experiments and experiences

https://github.com/Tariq60/LIAR-PLUS
Where is Your Evidence: Improving Fact-checking by Justification Modeling

https://github.com/dhwajraj/deep-siamese-text-similarity
Neural Network based Extreme Classification and Similarity Models for Product Matching

https://github.com/medeffects/
Construction of a Personal Experience Tweet Corpus for Health Surveillance

https://github.com/sriniiyer/concode
Mapping Language to Code in Programmatic Context

https://github.com/ajbc/capsule
Detecting and Characterizing Events

https://jasonkessler.github.io/st-main.html
Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ

https://github.com/HLTCHKUST/Mem2Seq
Scaling Multi-Domain Dialogue State Tracking via Query Reformulation
Multi-Level Memory for Task Oriented Dialogs
Disentangling Language and Knowledge in Task-Oriented Dialogs
A Working Memory Model for Task-oriented Dialog Response Generation

https://github.com/OpenNMT/Plugins/tree/master/
Embedding English to Welsh MT in a Private Company

http://ghpaetzold.github.io/subimdb
Collecting and Exploring Everyday Language for Predicting Psycholinguistic Properties of Words
Inferring Psycholinguistic Properties of Words

https://github.com/aseveryn/deep-qa
Cross-Pair Text Representations for Answer Sentence Selection

https://github.com/percyliang/brown-cluster
Identifying the L1 of non-native writers: the CMU-Haifa system
Semi-supervised Named Entity Recognition in noisy-text
Lexical Event Ordering with an Edge-Factored Model
Crowdsourcing and annotating NER for Twitter #drift
Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction
Labeled Grammar Induction with Minimal Supervision
BTG-based Machine Translation with Simple Reordering Model using Structured Perceptron
Quantifying the Language of Schizophrenia in Social Media
EliXa: A Modular and Flexible ABSA Platform
DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features
Linguistic Structured Sparsity in Text Categorization
Understanding and Improving Hidden Representations for Neural Machine Translation
Homograph Disambiguation through Selective Diacritic Restoration

https://github.com/miwieg/lrec2018
Disambiguation of Verbal Shifters

https://github.com/frederick0329/
Learning Character-level Compositionality with Visual Features

https://manikvarma.github.io
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications

http://github.com/elacin/PDFExtract/
Towards High-Quality Text Stream Extraction from PDF. Technical Background to the ACL 2012 Contributed Task

http://github.com/melsk125/SciCorefCorpus
Corpus for Coreference Resolution on Scientific Papers

https://github.com/theeluwin/pytorch-sgns
ADAPT at SemEval-2018 Task 9: Skip-Gram Word Embeddings for Unsupervised Hypernym Discovery in Specialised Corpora

https://github.com/simplenlg/
Interactive health insight miner: an adaptive, semantic-based approach
SimpleNLG-ZH: a Linguistic Realisation Engine for Mandarin
Going Dutch: Creating SimpleNLG-NL

https://github.com/kpopov94/morpheme_
Evaluation of Morphological Embeddings for English and Russian Languages

https://github.com/Open-NRE
Bootstrapping for Numerical Open IE

https://successar.github
Attention is not Explanation
An Analysis of Attention over Clinical Notes for Predictive Tasks

https://github.com/facebookresearch/MIXER
Neural Semantic Encoders

https://github.com/KMCS-NII/mapPdfToXml
SideNoter: Scholarly Paper Browsing System based on PDF Restructuring and Text Annotation

https://boknilev.github.io/
Analysis Methods in Neural Language Processing: A Survey

https://github.com/KorAP
Access control by query rewriting: the case of KorAP

https://github.com/levguy/talksumm
TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks

https://github.com/Predelnik/DSpellCheck.git
Adverse Drug Event classification of health records using dictionary based pre-processing and machine learning

http://github.com/srijiths/jtopia
new/s/leak – Information Extraction and Visualization for Investigative Data Journalists

https://github.com/GarrettNicolai/DTLM
Joint Approach to Deromanization of Code-mixed Texts

https://github.com/moses-smt/mosesdecoder/blob/master/scripts/recaser/truecase
Improving Neural Machine Translation by Incorporating Hierarchical Subword Features

https://github.com/shuyo/
Analysing domain suitability of a sentiment lexicon by identifying distributionally bipolar words
Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories
Parallel Global Voices: a Collection of Multilingual Corpora with Citizen Media Stories
A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora
Lithium NLP: A System for Rich Information Extraction from Noisy User Generated Text on Social Media

https://github.com/hltcoe/parma2
Predicate Argument Alignment using a Global Coherence Model

http://fauconnier.github.io/#data
Bigger does not mean better! We prefer specificity
Assisted Lexical Simplification for French Native Children with Reading Difficulties

https://github.com/Waino/hnmt
Extending hybrid word-character neural machine translation with multi-task learning of morphological analysis

http://ina-foss.github.io/amalia.js/
Speech Trax: A Bottom to the Top Approach for Speaker Tracking and Indexing in an Archiving Context

https://github.com/SemLinker-Team/SemLinker
SemLinker, a Modular and Open Source Framework for Named Entity Discovery and Linking

https://github.com/discourse-lab/
Identifying Explicit Discourse Connectives in German
Constructing a Lexicon of English Discourse Connectives

https://github.com/howardchenhd/
Forest-Based Neural Machine Translation

https://github.com/zalandoresearch/
Neural Architectures for Nested NER through Linearization
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics
Towards Robust Named Entity Recognition for Historic German
How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions
Segmentation of Argumentative Texts with Contextualised Word Representations

https://github.com/ultimate010/crnn
Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short Texts

https://github.com/demelin/
Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts

https://github.com/allenai/PeerRead
A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications
Transferring Knowledge from Discourse to Arguments: A Case Study with Scientific Abstracts

https://hyperopt.github.io/hyperopt/
ConSSED at SemEval-2019 Task 3: Configurable Semantic and Sentiment Emotion Detector

https://github.com/asoroa/naf_ukb
Improving Word Sense Disambiguation with Linguistic Knowledge from a Sense Annotated Treebank

https://github.com/scottyih/STAGG
Improved Neural Relation Detection for Knowledge Base Question Answering
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering
Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text

https://github.com/qz011/dlef
Document-Level Event Factuality Identification via Adversarial Neural Network

https://github.com/stanfordnlp/spinn;
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference

https://github.com/ymrabet/TextFlow
TextFlow: A Text Similarity Measure based on Continuous Sequences

https://github.com/jkkummerfeld/berkeley-parser-analyser
Does String-Based Neural MT Learn Source Syntax?

https://github.com/inejc/
Simple dynamic word embeddings for mapping perceptions in the public sphere

https://github.com/DoodleJZ/HPSG-Neural-Parser
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank

https://github.com/nunomroliveira/
SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News

http://hackatal.github.io/2016/
You’ll Never Tweet Alone: Building Sports Match Timelines from Microblog Posts

https://github.com/har07/PySastrawi
Multi-label Hate Speech and Abusive Language Detection in Indonesian Twitter

https://github.com/paramitamirza/CATENA/data/
CATENA: CAusal and TEmporal relation extraction from NAtural language texts

https://github.com/eaplatanios/symphony-mt
Contextual Parameter Generation for Universal Neural Machine Translation

https://github.com/allenai/openie-standalone
Analysing Errors of Open Information Extraction Systems
An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling
Neural Open Information Extraction
A Sentence Simplification System for Improving Relation Extraction

https://github.com/TuringTrain/lyrics_
Lyrics Segmentation: Textual Macrostructure Detection using Convolutions

https://github.com/mpsilfve/finer-
Tagging Named Entities in 19th Century and Modern Finnish Newspaper Material with a Finnish Semantic Tagger

https://github.com/yubochen/NBTNGMA4ED
Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms

https://github.com/nusnlp/mlconvgec2018
Controlling Grammatical Error Correction Using Word Edit Rate

https://github.com/laurejt/authorless-tms
Authorless Topic Models: Biasing Models Away from Known Structure

https://github.com/tdmeeste/SparseSeqModels
Predefined Sparseness in Recurrent Sequence Models

https://dmikrav.github.io/
DL Team at SemEval-2018 Task 1: Tweet Affect Detection using Sentiment Lexicons and Embeddings

https://github.com/karlstratos/anchor
Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models

https://github.com/aboSamoor/pycld2
Measuring sentence parallelism using Mahalanobis distances: The NRC unsupervised submissions to the WMT18 Parallel Corpus Filtering shared task
Accurate semantic textual similarity for cleaning noisy parallel corpora using semantic machine translation evaluation metric: The NRC supervised submissions to the Parallel Corpus Filtering task
European Language Resource Coordination: Collecting Language Resources for Public Sector Multilingual Information Management
The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task
The University of Helsinki Submissions to the WMT19 News Translation Task
NRC Parallel Corpus Filtering System for WMT 2019

https://github.com/isi-nlp/
A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages

https://github.com/StatNLP/otedama
Exploiting Pre-Ordering for Neural Machine Translation

https://github.com/stanojevic/
Neural Discontinuous Constituency Parsing

https://github.com/humsha/USCorpus/
Urdu Summary Corpus

https://github.com/zenanz/
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings

https://github.com/jd7h/
Narrative Generation in the Wild: Methods from NaNoGenMo

https://github.com/ericholgate/vulgartwitter
Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media

https://github.com/Leonard-Xu/CWE/
Improved Word Representation Learning with Sememes

https://github.com/ffancellu/NegNN
Neural Networks For Negation Scope Detection
Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations

https://github.com/lukemelas/
Training for Diversity in Image Paragraph Captioning

http://github.com/hltfbk/CROMER/
CROMER: a Tool for Cross-Document Event and Entity Coreference

https://github.com/brendano/tweetmotif/
USFD at SemEval-2016 Task 6: Any-Target Stance Detection on Twitter with Autoencoders

https://github.com/tkipf/gcn
Abusive Language Detection with Graph Convolutional Networks

https://github.com/yukezhu/
Sentiment Adaptive End-to-End Dialog Systems

https://github.com/FudanNLP/fnlp
Topic Memory Networks for Short Text Classification
A Bilingual Attention Network for Code-switched Emotion Prediction

https://github.com/sld/convai-bot-1337/tree/master/ALICEChatAPI
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

https://audiocaps.github.io/
AudioCaps: Generating Captions for Audios in The Wild

https://github.com/tingyaohsu/VIST-Edit
Visual Story Post-Editing

https://github.com/ziqizhang/jate
JATE 2.0: Java Automatic Term Extraction with Apache Solr

https://github.com/blatinier/pyhunspell
Multi-Domain Aspect Extraction Using Support Vector Machines

https://github.com/askerlee/topicvec
Neural Sparse Topical Coding
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution
Generative Topic Embedding: a Continuous Representation of Documents

https://github.com/clulab/releases/tree/master/cl2017-qa
Framing QA as Building and Ranking Intersentence Answer Justifications

https://github.com/sfu-discourse-lab/
Datasets of Slovene and Croatian Moderated News Comments
Using New York Times Picks to Identify Constructive Comments
Learning Scalar Adjective Intensity from Paraphrases

https://github.com/jefflund/ankura
Automatic Evaluation of Local Topic Quality

https://github.com/L-
YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation

https://github.com/System-T/DimSim
DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding

https://github.com/optimaize/
Multi-source transformer with combined losses for automatic post editing
PDFdigest: an Adaptable Layout-Aware PDF-to-XML Textual Content Extractor for Scientific Articles

https://github.com/wooorm/
UWat-Emote at EmoInt-2017: Emotion Intensity Detection using Affect Clues, Sentiment Polarity and Word Embeddings

https://github.com/cltl/semantic_
Conceptual Change and Distributional Semantic Models: an Exploratory Study on Pitfalls and Possibilities

https://github.com/martiansideofthemoon/
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification

https://github.com/EstSyntax/EstUD
Estonian Dependency Treebank: from Constraint Grammar tagset to Universal Dependencies

https://github.com/JULIELab/HistEmo
Feelings from the Past—Adapting Affective Lexicons for Historical Emotion Analysis

https://turkunlp.github.io/Turku-neural-parser-pipeline/
Neural and rule-based Finnish NLP models—expectations, experiments and experiences

https://github.com/mkusner/wmd
Re-evaluating Automatic Metrics for Image Captioning

https://elisa-ie.github.io/wikiann
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System

http://anoopkunchukuttan.github.io/indic_nlp_library/
IndoWordNet Dictionary: An Online Multilingual Dictionary using IndoWordNet

https://github.com/shangjingbo1226/SegPhrase
Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification

http://rug-compling.github.com/dact/
Recent Developments in CLARIN-NL
Example-Based Treebank Querying

http://universaldependencies.github.io/docs/u/overview/
The IPR-cleared Corpus of Contemporary Written and Spoken Romanian Language

https://github.com/amritasaha1812/
Improving Context Modelling in Multimodal Dialogue Generation
A Knowledge-Grounded Multimodal Search-Based Conversational Agent

https://github.com/GU-CLASP/BLL2018
The Influence of Context on Sentence Acceptability Judgements

https://github.com/pytorch/fairseq/tree/
Pre-trained language model representations for language generation

https://github.com/nyu-dl/dl4mt-cdec
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++
Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning

https://github.com/anbasile/emojiprediction
TAJJEB at SemEval-2018 Task 2: Traditional Approaches Just Do the Job with Emoji Prediction

https://github.com/LiyuanLucasLiu/
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
Arabic Named Entity Recognition: What Works and What’s Next
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling

https://github.com/dbpedia-spotlight/
Trust, but Verify! Better Entity Linking through Automatic Verification
Developing New Linguistic Resources and Tools for the Galician Language
Evaluating Entity Linking: An Analysis of Current Benchmark Datasets and a Roadmap for Doing a Better Job
NEED4Tweet: A Twitterbot for Tweets Named Entity Extraction and Disambiguation

https://github.com/artetxem/vecmap
Orthographic Features for Bilingual Lexicon Induction
Learning principled bilingual mappings of word embeddings while preserving monolingual invariance
Unsupervised Statistical Machine Translation
Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms
Unsupervised Neural Machine Translation with Weight Sharing
Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation
NICT’s Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task
An Effective Approach to Unsupervised Machine Translation
Evaluation of Morphological Embeddings for English and Russian Languages
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation
Unsupervised Joint Training of Bilingual Word Embeddings
Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models
Analyzing the Limitations of Cross-lingual Word Embedding Mappings
UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems

https://webanno.github.io/webanno
CLARIN-EL Web-based Annotation Tool

https://github.com/hanselowski/athene_system;
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task

https://github.com/jjuraska/slug2slug/blob/master/slot
A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation

https://github.com/google-research/
Sentiment Analysis Is Not Solved! Assessing and Probing Sentiment Classification
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning
A distantly supervised dataset for automated data extraction from diagnostic studies
ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension
Adversarial Training for Weakly Supervised Event Detection
hULMonA: The Universal Language Model in Arabic
Better, Faster, Stronger Sequence Tagging Constituent Parsers
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation
KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue
Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing
Neural Arabic Question Answering
Yimmon at SemEval-2019 Task 9: Suggestion Mining with Hybrid Augmented Approaches
Probing Biomedical Embeddings from Language Models
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments
Multi-hop Reading Comprehension through Question Decomposition and Rescoring
An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks
Alignment over Heterogeneous Embeddings for Question Answering
Approaching SMM4H with Merged Models and Multi-task Learning
TMU Transformer System Using BERT for Re-ranking at BEA 2019 Grammatical Error Correction on Restricted Track
Adverse Drug Effect and Personalized Health Mentions, CLaC at SMM4H 2019, Tasks 1 and 4
Tuning Multilingual Transformers for Language-Specific Named Entity Recognition
Sentence Centrality Revisited for Unsupervised Summarization
The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4
Resolving Gendered Ambiguous Pronouns with BERT
Polyglot Contextual Representations Improve Crosslingual Transfer
UDPipe at SIGMORPHON 2019: Contextualized Embeddings, Regularization with Morphological Categories, Corpora Merging
Learning to Denoise Distantly-Labeled Data for Entity Typing
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections
Synthetic QA Corpora Generation with Roundtrip Consistency

https://help.github.com/articles/
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines

https://github.com/OpenNMT/
Large Margin Neural Language Model
Simple Recurrent Units for Highly Parallelizable Recurrence
Creating a Corpus for Russian Data-to-Text Generation Using Neural Machine Translation and Post-Editing
Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model

https://github.com/jonsafari/clustercat
Faster and Lighter Phrase-based Machine Translation Baseline

https://github.com/bamtercelboo/pytorch
VCWE: Visual Character-Enhanced Word Embeddings

http://colah.github
psyML at SemEval-2018 Task 1: Transfer Learning for Sentiment and Emotion Analysis

https://github.com/ucam-smt/sgnmt
A Comparison of Neural Models for Word Ordering

https://github.com/amir-zeldes/gum/
Transfer Learning for Entity Recognition of Novel Classes

https://github.com/proycon/ucto
SemEval 2014 Task 5 - L2 Writing Assistant

https://github.com/Ankh2295/
Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System

https://audiocaps.github.io
AudioCaps: Generating Captions for Audios in The Wild

https://github.com/PaddlePaddle/models/
Proactive Human-Machine Conversation with Explicit Conversation Goal

https://github.com/a-rios/CorefMT
Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora Probabilities

https://github.com/vsiivola/variKN
Language variety identification in Spanish tweets
Evaluation of language identification methods using 285 languages

https://github.com/neulab/langrank
Choosing Transfer Languages for Cross-Lingual Learning

http://ucam-smt.github.io/
Graph- and surface-level sentence chunking
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices
Hierarchical Statistical Semantic Realization for Minimal Recursion Semantics

https://github.com/UKPLab/coling2016-modelinspector
Automatic Analysis of Flaws in Pre-Trained NLP Models

https://github.com/aappleby/smhasher
Feature Hashing for Language and Dialect Identification

https://github.com/dojoteef/synst