Semi-supervised Contextual Historical Text Normalization ACL-2020

Max-Margin Incremental CCG Parsing ACL-2020

A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL-2020

Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior? ACL-2020

Learning to Segment Actions from Observation and Narration ACL-2020

Named Entity Recognition without Labelled Data: A Weak Supervision Approach ACL-2020

MuTual: A Dataset for Multi-Turn Dialogue Reasoning ACL-2020

Diversifying Dialogue Generation with Non-Conversational Text ACL-2020

Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions EMNLP-2019 WS-2019

Multi-modal Discriminative Model for Vision-and-Language Navigation NAACL-2019 WS-2019

A Discriminative Neural Model for Cross-Lingual Word Alignment EMNLP-2019

BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization ACL-2019

Dense Procedure Captioning in Narrated Instructional Videos ACL-2019

Neural Generative Rhetorical Structure Parsing EMNLP-2019

Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers EMNLP-2019

A Cross-Domain Transferable Neural Coherence Model ACL-2019

Compositional Generalization in Image Captioning CoNLL-2019

Global Reasoning over Database Structures for Text-to-SQL Parsing EMNLP-2019

A Deep Factorization of Style and Structure in Fonts EMNLP-2019

Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses ACL-2019

Syntactically Supervised Transformers for Faster Neural Machine Translation ACL-2019

Interpretable Relevant Emotion Ranking with Event-Driven Attention EMNLP-2019

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training EMNLP-2019

Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings EMNLP-2019

Query selection methods for automated corpora construction with a use case in food-drug interactions ACL-2019 WS-2019

A Generative Model for Punctuation in Dependency Trees TACL-2019

Phrase Grounding by Soft-Label Chain Conditional Random Field EMNLP-2019

Sequential Learning of Convolutional Features for Effective Text Classification EMNLP-2019

Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog ACL-2019

Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation NAACL-2019

Unsupervised Question Answering by Cloze Translation ACL-2019

A Regularization-based Framework for Bilingual Grammar Induction EMNLP-2019

Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL-2019

The World in My Mind: Visual Dialog with Adversarial Multi-modal Feature Encoding NAACL-2019

Data Programming for Learning Discourse Structure ACL-2019

North Sámi morphological segmentation with low-resource semi-supervised sequence labeling WS-2019

Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems ACL-2019

Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation ACL-2019

A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection EMNLP-2019

Comparing Top-Down and Bottom-Up Neural Generative Dependency Models CoNLL-2019

TILM: Neural Language Models with Evolving Topical Influence CoNLL-2019

Weak Supervision for Learning Discourse Structure EMNLP-2019

An End-to-End Generative Architecture for Paraphrase Generation EMNLP-2019

Variable beam search for generative neural parsing and its relevance for the analysis of neuro-imaging signal EMNLP-2019

Decomposed Local Models for Coordinate Structure Parsing NAACL-2019

Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections ACL-2019

A New Annotation Scheme for the Sejong Part-of-speech Tagged Corpus ACL-2019 WS-2019

Enhancing Unsupervised Generative Dependency Parser with Contextual Information ACL-2019

DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering ACL-2019 WS-2019

Dialogue-act-driven Conversation Model : An Experimental Study COLING-2018

Structured Dialogue Policy with Graph Neural Networks COLING-2018

SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions COLING-2018

Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages NAACL-2018

An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking EMNLP-2018

A Graph-to-Sequence Model for AMR-to-Text Generation ACL-2018

Training Classifiers with Natural Language Explanations ACL-2018

LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better ACL-2018

Simple Fusion: Return of the Language Model EMNLP-2018 WMT-2018 WS-2018

The Potential of the Computational Linguistic Analysis of Social Media for Population Studies NAACL-2018 PEOPLES-2018 WS-2018

Content-Based Citation Recommendation NAACL-2018

Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts EMNLP-2018

Stock Movement Prediction from Tweets and Historical Prices ACL-2018

An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing CoNLL-2018

Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification ACL-2018 WS-2018

Sub-label dependencies for Neural Morphological Tagging – The Joint Submission of University of Colorado and University of Helsinki for VarDial 2018 COLING-2018 VarDial-2018 WS-2018

Deep Attentive Sentence Ordering Network EMNLP-2018

A Situated Dialogue System for Learning Structural Concepts in Blocks World SIGDIAL-2018 WS-2018

Polyglot Semantic Parsing in APIs NAACL-2018

Game-Based Video-Context Dialogue EMNLP-2018

Learning to Write with Cooperative Discriminators ACL-2018

Unsupervised Bilingual Lexicon Induction via Latent Variable Models EMNLP-2018

AD3: Attentive Deep Document Dater EMNLP-2018

WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse EMNLP-2018

Using Lexical Alignment and Referring Ability to Address Data Sparsity in Situated Dialog Reference Resolution EMNLP-2018

Uncertainty-aware generative models for inferring document class prevalence EMNLP-2018

Modeling Composite Labels for Neural Morphological Tagging CoNLL-2018

Distractor Generation for Multiple Choice Questions Using Learning to Rank BEA-2018 NAACL-2018 WS-2018

Abstract Meaning Representation for Multi-Document Summarization COLING-2018

Improving Neural Parsing by Disentangling Model Combination and Reranking Effects ACL-2017

Riemannian Optimization for Skip-Gram Negative Sampling ACL-2017

AMR-to-text Generation with Synchronous Node Replacement Grammar ACL-2017

Bayesian Modeling of Lexical Resources for Low-Resource Settings ACL-2017

Learning Semantic Correspondences in Technical Documentation ACL-2017

Semi-Supervised QA with Generative Domain-Adaptive Nets ACL-2017

Neural Net Models of Open-domain Discourse Coherence EMNLP-2017

DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning EMNLP-2017

Identifying civilians killed by police with distantly supervised entity-event extraction EMNLP-2017

CRF Autoencoder for Unsupervised Dependency Parsing EMNLP-2017

Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition EMNLP-2017

Semi-supervised Structured Prediction with Neural CRF Autoencoder EMNLP-2017

Adversarial Learning for Neural Dialogue Generation EMNLP-2017

Function Assistant: A Tool for NL Querying of APIs EMNLP-2017

Modeling Target-Side Inflection in Neural Machine Translation WMT-2017 WS-2017

Adversarial Multi-task Learning for Text Classification ACL-2017

Adversarial evaluation for open-domain dialogue generation SIGDIAL-2017 WS-2017

Sentence-Level Multilingual Multi-modal Embedding for Natural Language Processing RANLP-2017

Automatically Generating Rhythmic Verse with Neural Networks ACL-2017

Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis EACL-2017

FOIL it! Find One mismatch between Image and Language caption ACL-2017

Robust Training under Linguistic Adversity EACL-2017

ACL

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EMNLP

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CL

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Louhi

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