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Glove: Global Vectors for Word Representation
Jeffrey Pennington
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Richard Socher
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Christopher Manning
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Paper Details:
Month: October
Year: 2014
Location: Doha, Qatar
Venue:
EMNLP |
SIG: SIGDAT
Soial Media Activity
Citations
URL
An Empirical Exploration of Skip Connections for Sequential Tagging
Huijia Wu
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Jiajun Zhang
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Chengqing Zong
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Syntactic realization with data-driven neural tree grammars
Brian McMahan
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Matthew Stone
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Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
Lina M. Rojas-Barahona
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Milica Gašić
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Nikola Mrkšić
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Pei-Hao Su
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Stefan Ultes
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Tsung-Hsien Wen
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Steve Young
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Learning to Distill: The Essence Vector Modeling Framework
Kuan-Yu Chen
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Shih-Hung Liu
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Berlin Chen
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Hsin-Min Wang
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Frustratingly Easy Neural Domain Adaptation
Young-Bum Kim
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Karl Stratos
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Ruhi Sarikaya
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Product Classification in E-Commerce using Distributional Semantics
Vivek Gupta
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Harish Karnick
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Ashendra Bansal
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Pradhuman Jhala
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Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization
Markus Zopf
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Eneldo Loza Mencía
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Johannes Fürnkranz
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Fast Gated Neural Domain Adaptation: Language Model as a Case Study
Jian Zhang
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Xiaofeng Wu
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Andy Way
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Qun Liu
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Hand in Glove: Deep Feature Fusion Network Architectures for Answer Quality Prediction in Community Question Answering
Sai Praneeth Suggu
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Kushwanth Naga Goutham
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Manoj K. Chinnakotla
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Manish Shrivastava
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UTCNN: a Deep Learning Model of Stance Classification on Social Media Text
Wei-Fan Chen
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Lun-Wei Ku
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Consensus Attention-based Neural Networks for Chinese Reading Comprehension
Yiming Cui
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Ting Liu
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Zhipeng Chen
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Shijin Wang
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Guoping Hu
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A Distribution-based Model to Learn Bilingual Word Embeddings
Hailong Cao
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Tiejun Zhao
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Shu Zhang
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Yao Meng
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D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities
Shoaib Jameel
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Steven Schockaert
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Predicting human similarity judgments with distributional models: The value of word associations.
Simon De Deyne
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Amy Perfors
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Daniel J Navarro
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Incremental Fine-grained Information Status Classification Using Attention-based LSTMs
Yufang Hou
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Detection, Disambiguation and Argument Identification of Discourse Connectives in Chinese Discourse Parsing
Yong-Siang Shih
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Hsin-Hsi Chen
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Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network
Hamed Khanpour
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Nishitha Guntakandla
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Rodney Nielsen
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Context-aware Natural Language Generation for Spoken Dialogue Systems
Hao Zhou
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Minlie Huang
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Xiaoyan Zhu
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Domainless Adaptation by Constrained Decoding on a Schema Lattice
Young-Bum Kim
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Karl Stratos
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Ruhi Sarikaya
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Textual Entailment with Structured Attentions and Composition
Kai Zhao
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Liang Huang
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Mingbo Ma
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Improved Word Embeddings with Implicit Structure Information
Jie Shen
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Cong Liu
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Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification
Abdelghani Dahou
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Shengwu Xiong
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Junwei Zhou
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Mohamed Houcine Haddoud
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Pengfei Duan
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Tweet Sarcasm Detection Using Deep Neural Network
Meishan Zhang
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Yue Zhang
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Guohong Fu
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Distance Metric Learning for Aspect Phrase Grouping
Shufeng Xiong
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Yue Zhang
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Donghong Ji
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Yinxia Lou
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Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings
Peyman Passban
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Qun Liu
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Andy Way
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Capturing Pragmatic Knowledge in Article Usage Prediction using LSTMs
Jad Kabbara
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Yulan Feng
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Jackie Chi Kit Cheung
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Neural-based Noise Filtering from Word Embeddings
Kim Anh Nguyen
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Sabine Schulte im Walde
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Ngoc Thang Vu
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Semi Supervised Preposition-Sense Disambiguation using Multilingual Data
Hila Gonen
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Yoav Goldberg
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Bad Company—Neighborhoods in Neural Embedding Spaces Considered Harmful
Johannes Hellrich
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Udo Hahn
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Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations
Guillem Collell
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Marie-Francine Moens
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Modeling Context-sensitive Selectional Preference with Distributed Representations
Naoya Inoue
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Yuichiroh Matsubayashi
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Masayuki Ono
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Naoaki Okazaki
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Kentaro Inui
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Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition
Lei Sha
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Baobao Chang
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Zhifang Sui
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Sujian Li
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Modelling Sentence Pairs with Tree-structured Attentive Encoder
Yao Zhou
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Cong Liu
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Yan Pan
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Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization
Meng Zhang
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Yang Liu
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Huanbo Luan
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Yiqun Liu
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Maosong Sun
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Improving Word Alignment of Rare Words with Word Embeddings
Masoud Jalili Sabet
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Heshaam Faili
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Gholamreza Haffari
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Effective LSTMs for Target-Dependent Sentiment Classification
Duyu Tang
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Bing Qin
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Xiaocheng Feng
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Ting Liu
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PersoNER: Persian Named-Entity Recognition
Hanieh Poostchi
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Ehsan Zare Borzeshi
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Mohammad Abdous
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Massimo Piccardi
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Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling
Peng Zhou
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Zhenyu Qi
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Suncong Zheng
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Jiaming Xu
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Hongyun Bao
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Bo Xu
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Language classification from bilingual word embedding graphs
Steffen Eger
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Armin Hoenen
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Alexander Mehler
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Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen
Aleksandr Drozd
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Anna Gladkova
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Satoshi Matsuoka
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WordForce: Visualizing Controversial Words in Debates
Wei-Fan Chen
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Fang-Yu Lin
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Lun-Wei Ku
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Automatically Suggesting Example Sentences of Near-Synonyms for Language Learners
Chieh-Yang Huang
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Nicole Peinelt
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Lun-Wei Ku
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From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources
Ilia Kuznetsov
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Iryna Gurevych
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Embedding WordNet Knowledge for Textual Entailment
Yunshi Lan
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Jing Jiang
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Joint Learning from Labeled and Unlabeled Data for Information Retrieval
Bo Li
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Ping Cheng
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Le Jia
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Enriching Word Embeddings with Domain Knowledge for Readability Assessment
Zhiwei Jiang
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Qing Gu
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Yafeng Yin
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Daoxu Chen
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Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference
Qianlong Du
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Chengqing Zong
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Keh-Yih Su
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Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy
Deepak Gupta
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Rajkumar Pujari
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Asif Ekbal
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Pushpak Bhattacharyya
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Anutosh Maitra
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Tom Jain
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Shubhashis Sengupta
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Natural Language Interface for Databases Using a Dual-Encoder Model
Ionel Alexandru Hosu
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Radu Cristian Alexandru Iacob
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Florin Brad
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Stefan Ruseti
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Traian Rebedea
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Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning
Fengyu Guo
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Ruifang He
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Di Jin
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Jianwu Dang
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Longbiao Wang
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Xiangang Li
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A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis
Shuqin Gu
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Lipeng Zhang
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Yuexian Hou
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Yin Song
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Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension
Liang Wang
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Sujian Li
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Wei Zhao
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Kewei Shen
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Meng Sun
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Ruoyu Jia
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Jingming Liu
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Open-Domain Event Detection using Distant Supervision
Jun Araki
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Teruko Mitamura
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Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora
Amir Hazem
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Emmanuel Morin
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Learning Emotion-enriched Word Representations
Ameeta Agrawal
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Aijun An
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Manos Papagelis
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Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension
Mao Nakanishi
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Tetsunori Kobayashi
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Yoshihiko Hayashi
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Encoding Sentiment Information into Word Vectors for Sentiment Analysis
Zhe Ye
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Fang Li
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Timothy Baldwin
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Enhanced Aspect Level Sentiment Classification with Auxiliary Memory
Peisong Zhu
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Tieyun Qian
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Author Profiling for Abuse Detection
Pushkar Mishra
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Marco Del Tredici
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Helen Yannakoudakis
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Ekaterina Shutova
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Effective Attention Modeling for Aspect-Level Sentiment Classification
Ruidan He
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Wee Sun Lee
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Hwee Tou Ng
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Daniel Dahlmeier
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Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis
Andrew Moore
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Paul Rayson
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Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
Yutai Hou
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Yijia Liu
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Wanxiang Che
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Ting Liu
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Dialogue-act-driven Conversation Model : An Experimental Study
Harshit Kumar
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Arvind Agarwal
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Sachindra Joshi
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Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction
Ahmad Aghaebrahimian
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Diachronic word embeddings and semantic shifts: a survey
Andrey Kutuzov
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Lilja Øvrelid
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Terrence Szymanski
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Erik Velldal
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User-Level Race and Ethnicity Predictors from Twitter Text
Daniel Preoţiuc-Pietro
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Lyle Ungar
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Relation Induction in Word Embeddings Revisited
Zied Bouraoui
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Shoaib Jameel
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Steven Schockaert
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Contextual String Embeddings for Sequence Labeling
Alan Akbik
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Duncan Blythe
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Roland Vollgraf
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Learning Word Meta-Embeddings by Autoencoding
Danushka Bollegala
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Cong Bao
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A New Concept of Deep Reinforcement Learning based Augmented General Tagging System
Yu Wang
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Abhishek Patel
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Hongxia Jin
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Structure-Infused Copy Mechanisms for Abstractive Summarization
Kaiqiang Song
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Lin Zhao
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Fei Liu
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A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task
Qian Li
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Ziwei Li
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Jin-Mao Wei
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Yanhui Gu
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Adam Jatowt
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Zhenglu Yang
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A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators
Zhihao Fan
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Zhongyu Wei
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Siyuan Wang
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Yang Liu
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Xuanjing Huang
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Enhancing Sentence Embedding with Generalized Pooling
Qian Chen
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Zhen-Hua Ling
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Xiaodan Zhu
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A Retrospective Analysis of the Fake News Challenge Stance-Detection Task
Andreas Hanselowski
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Avinesh PVS
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Benjamin Schiller
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Felix Caspelherr
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Debanjan Chaudhuri
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Christian M. Meyer
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Iryna Gurevych
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Robust Lexical Features for Improved Neural Network Named-Entity Recognition
Abbas Ghaddar
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Phillippe Langlais
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A Neural Question Answering Model Based on Semi-Structured Tables
Hao Wang
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Xiaodong Zhang
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Shuming Ma
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Xu Sun
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Houfeng Wang
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Mengxiang Wang
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Task-oriented Word Embedding for Text Classification
Qian Liu
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Heyan Huang
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Yang Gao
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Xiaochi Wei
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Yuxin Tian
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Luyang Liu
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Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification
Jianyu Zhao
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Zhiqiang Zhan
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Qichuan Yang
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Yang Zhang
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Changjian Hu
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Zhensheng Li
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Liuxin Zhang
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Zhiqiang He
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Towards an argumentative content search engine using weak supervision
Ran Levy
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Ben Bogin
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Shai Gretz
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Ranit Aharonov
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Noam Slonim
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A Review on Deep Learning Techniques Applied to Answer Selection
Tuan Manh Lai
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Trung Bui
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Sheng Li
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Responding E-commerce Product Questions via Exploiting QA Collections and Reviews
Qian Yu
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Wai Lam
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Zihao Wang
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Aff2Vec: Affect–Enriched Distributional Word Representations
Sopan Khosla
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Niyati Chhaya
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Kushal Chawla
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Exploratory Neural Relation Classification for Domain Knowledge Acquisition
Yan Fan
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Chengyu Wang
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Xiaofeng He
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Multimodal Grounding for Language Processing
Lisa Beinborn
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Teresa Botschen
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Iryna Gurevych
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A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction
Rui Liu
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Feilong Bao
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Guanglai Gao
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Hui Zhang
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Yonghe Wang
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Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection
Huda Hakami
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Kohei Hayashi
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Danushka Bollegala
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Learning to Generate Word Representations using Subword Information
Yeachan Kim
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Kang-Min Kim
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Ji-Min Lee
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SangKeun Lee
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Using Word Embeddings for Unsupervised Acronym Disambiguation
Jean Charbonnier
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Christian Wartena
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SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors
Luis Espinosa-Anke
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Steven Schockaert
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Evaluation of Unsupervised Compositional Representations
Hanan Aldarmaki
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Mona Diab
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What’s in Your Embedding, And How It Predicts Task Performance
Anna Rogers
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Shashwath Hosur Ananthakrishna
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Anna Rumshisky
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Information Aggregation via Dynamic Routing for Sequence Encoding
Jingjing Gong
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Xipeng Qiu
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Shaojing Wang
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Xuanjing Huang
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A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware?
Jiaxun Cai
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Shexia He
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Zuchao Li
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Hai Zhao
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Model-Free Context-Aware Word Composition
Bo An
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Xianpei Han
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Le Sun
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Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms
Jingshu Liu
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Emmanuel Morin
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Peña Saldarriaga
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Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level
Sven Buechel
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Udo Hahn
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Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning
Shabnam Tafreshi
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Mona Diab
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How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs
Devang Kulshreshtha
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Pranav Goel
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Anil Kumar Singh
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Seq2seq Dependency Parsing
Zuchao Li
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Jiaxun Cai
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Shexia He
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Hai Zhao
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Character-Level Feature Extraction with Densely Connected Networks
Chanhee Lee
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Young-Bum Kim
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Dongyub Lee
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Heuiseok Lim
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Integrating Question Classification and Deep Learning for improved Answer Selection
Harish Tayyar Madabushi
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Mark Lee
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John Barnden
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Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering
Daniil Sorokin
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Iryna Gurevych
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Dependent Gated Reading for Cloze-Style Question Answering
Reza Ghaeini
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Xiaoli Fern
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Hamed Shahbazi
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Prasad Tadepalli
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Attending Sentences to detect Satirical Fake News
Sohan De Sarkar
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Fan Yang
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Arjun Mukherjee
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Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model
Lu Ji
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Zhongyu Wei
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Xiangkun Hu
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Yang Liu
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Qi Zhang
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Xuanjing Huang
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Learning Visually-Grounded Semantics from Contrastive Adversarial Samples
Haoyue Shi
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Jiayuan Mao
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Tete Xiao
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Yuning Jiang
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Jian Sun
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Structured Representation Learning for Online Debate Stance Prediction
Chang Li
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Aldo Porco
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Dan Goldwasser
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Design Challenges and Misconceptions in Neural Sequence Labeling
Jie Yang
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Shuailong Liang
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Yue Zhang
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Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering
Wuwei Lan
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Wei Xu
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Automatic Curation and Visualization of Crime Related Information from Incrementally Crawled Multi-source News Reports
Tirthankar Dasgupta
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Lipika Dey
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Rupsa Saha
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Abir Naskar
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Neural Networks Leverage Corpus-wide Information for Part-of-speech Tagging
Yuta Tsuboi
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Language Understanding for Text-based Games using Deep Reinforcement Learning
Karthik Narasimhan
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Tejas Kulkarni
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Regina Barzilay
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Evaluation methods for unsupervised word embeddings
Tobias Schnabel
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Igor Labutov
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David Mimno
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Thorsten Joachims
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Traversing Knowledge Graphs in Vector Space
Kelvin Guu
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John Miller
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Percy Liang
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Joint Embedding of Query and Ad by Leveraging Implicit Feedback
Sungjin Lee
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Yifan Hu
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A large annotated corpus for learning natural language inference
Samuel R. Bowman
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Gabor Angeli
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Christopher Potts
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Christopher D. Manning
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Open-Domain Name Error Detection using a Multi-Task RNN
Hao Cheng
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Hao Fang
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Mari Ostendorf
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Semantic Role Labeling with Neural Network Factors
Nicholas FitzGerald
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Oscar Täckström
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Kuzman Ganchev
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Dipanjan Das
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Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words
Debanjan Ghosh
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Weiwei Guo
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Smaranda Muresan
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ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks
Rohit Gupta
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Constantin Orăsan
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Josef van Genabith
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The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization
Phong Le
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Willem Zuidema
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Document Modeling with Gated Recurrent Neural Network for Sentiment Classification
Duyu Tang
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Bing Qin
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Ting Liu
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Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning
Jianpeng Cheng
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Dimitri Kartsaklis
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Molding CNNs for text: non-linear, non-consecutive convolutions
Tao Lei
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Regina Barzilay
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Tommi Jaakkola
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A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution
Shaohua Li
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Jun Zhu
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Chunyan Miao
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Reading Documents for Bayesian Online Change Point Detection
Taehoon Kim
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Jaesik Choi
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Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds
Corina Dima
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Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages
Nut Limsopatham
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Nigel Collier
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Online Learning of Interpretable Word Embeddings
Hongyin Luo
|
Zhiyuan Liu
|
Huanbo Luan
|
Maosong Sun
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Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
Tsung-Hsien Wen
|
Milica Gašić
|
Nikola Mrkšić
|
Pei-Hao Su
|
David Vandyke
|
Steve Young
|
Do Multi-Sense Embeddings Improve Natural Language Understanding?
Jiwei Li
|
Dan Jurafsky
|
Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks
Daojian Zeng
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Kang Liu
|
Yubo Chen
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Jun Zhao
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Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources
Lucie Flekova
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Iryna Gurevych
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Specializing Word Embeddings for Similarity or Relatedness
Douwe Kiela
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Felix Hill
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Stephen Clark
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Evaluation of Word Vector Representations by Subspace Alignment
Yulia Tsvetkov
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Manaal Faruqui
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Wang Ling
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Guillaume Lample
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Chris Dyer
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What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation
Arne Köhn
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Navigating the Semantic Horizon using Relative Neighborhood Graphs
Amaru Cuba Gyllensten
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Magnus Sahlgren
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Deep Multi-Task Learning with Shared Memory for Text Classification
Pengfei Liu
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Xipeng Qiu
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Xuanjing Huang
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Improving Semantic Parsing via Answer Type Inference
Semih Yavuz
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Izzeddin Gur
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Yu Su
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Mudhakar Srivatsa
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Xifeng Yan
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Context-Dependent Sense Embedding
Lin Qiu
|
Kewei Tu
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Yong Yu
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Aspect Level Sentiment Classification with Deep Memory Network
Duyu Tang
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Bing Qin
|
Ting Liu
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Discourse Parsing with Attention-based Hierarchical Neural Networks
Qi Li
|
Tianshi Li
|
Baobao Chang
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Multi-view Response Selection for Human-Computer Conversation
Xiangyang Zhou
|
Daxiang Dong
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Hua Wu
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Shiqi Zhao
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Dianhai Yu
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Hao Tian
|
Xuan Liu
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Rui Yan
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Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding
Huazheng Wang
|
Fei Tian
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Bin Gao
|
Chengjieren Zhu
|
Jiang Bian
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Tie-Yan Liu
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Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng
|
Li Dong
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Mirella Lapata
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Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
William L. Hamilton
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Kevin Clark
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Jure Leskovec
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Dan Jurafsky
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Attention-based LSTM for Aspect-level Sentiment Classification
Yequan Wang
|
Minlie Huang
|
Xiaoyan Zhu
|
Li Zhao
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WordRank: Learning Word Embeddings via Robust Ranking
Shihao Ji
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Hyokun Yun
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Pinar Yanardag
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Shin Matsushima
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S. V. N. Vishwanathan
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Extracting Subevents via an Effective Two-phase Approach
Allison Badgett
|
Ruihong Huang
|
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
Sebastian Ruder
|
Parsa Ghaffari
|
John G. Breslin
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Generating Topical Poetry
Marjan Ghazvininejad
|
Xing Shi
|
Yejin Choi
|
Kevin Knight
|
What makes a convincing argument? Empirical analysis and detecting attributes of convincingness in Web argumentation
Ivan Habernal
|
Iryna Gurevych
|
Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention
Yang Liu
|
Sujian Li
|
Learning Crosslingual Word Embeddings without Bilingual Corpora
Long Duong
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Hiroshi Kanayama
|
Tengfei Ma
|
Steven Bird
|
Trevor Cohn
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Charagram: Embedding Words and Sentences via Character n-grams
John Wieting
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
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Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification
Jiacheng Xu
|
Danlu Chen
|
Xipeng Qiu
|
Xuanjing Huang
|
Improving Sparse Word Representations with Distributional Inference for Semantic Composition
Thomas Kober
|
Julie Weeds
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Jeremy Reffin
|
David Weir
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Modelling Interaction of Sentence Pair with Coupled-LSTMs
Pengfei Liu
|
Xipeng Qiu
|
Yaqian Zhou
|
Jifan Chen
|
Xuanjing Huang
|
An Embedding Model for Predicting Roll-Call Votes
Peter Kraft
|
Hirsh Jain
|
Alexander M. Rush
|
Learning to refine text based recommendations
Youyang Gu
|
Tao Lei
|
Regina Barzilay
|
Tommi Jaakkola
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Addressee and Response Selection for Multi-Party Conversation
Hiroki Ouchi
|
Yuta Tsuboi
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SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity
Daniela Gerz
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Ivan Vulić
|
Felix Hill
|
Roi Reichart
|
Anna Korhonen
|
Tense Manages to Predict Implicative Behavior in Verbs
Ellie Pavlick
|
Chris Callison-Burch
|
Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set
Tianze Shi
|
Liang Huang
|
Lillian Lee
|
Position-aware Attention and Supervised Data Improve Slot Filling
Yuhao Zhang
|
Victor Zhong
|
Danqi Chen
|
Gabor Angeli
|
Christopher D. Manning
|
Universal Semantic Parsing
Siva Reddy
|
Oscar Täckström
|
Slav Petrov
|
Mark Steedman
|
Mirella Lapata
|
End-to-end Neural Coreference Resolution
Kenton Lee
|
Luheng He
|
Mike Lewis
|
Luke Zettlemoyer
|
Neural Net Models of Open-domain Discourse Coherence
Jiwei Li
|
Dan Jurafsky
|
A Mention-Ranking Model for Abstract Anaphora Resolution
Ana Marasović
|
Leo Born
|
Juri Opitz
|
Anette Frank
|
Hierarchical Embeddings for Hypernymy Detection and Directionality
Kim Anh Nguyen
|
Maximilian Köper
|
Sabine Schulte im Walde
|
Ngoc Thang Vu
|
Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics
Zhe Zhao
|
Tao Liu
|
Shen Li
|
Bofang Li
|
Xiaoyong Du
|
Dict2vec : Learning Word Embeddings using Lexical Dictionaries
Julien Tissier
|
Christophe Gravier
|
Amaury Habrard
|
Learning Chinese Word Representations From Glyphs Of Characters
Tzu-Ray Su
|
Hung-Yi Lee
|
Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding
Joseph Sanu
|
Mingbin Xu
|
Hui Jiang
|
Quan Liu
|
Word Re-Embedding via Manifold Dimensionality Retention
Souleiman Hasan
|
Edward Curry
|
MUSE: Modularizing Unsupervised Sense Embeddings
Guang-He Lee
|
Yun-Nung Chen
|
Incremental Skip-gram Model with Negative Sampling
Nobuhiro Kaji
|
Hayato Kobayashi
|
Learning to select data for transfer learning with Bayesian Optimization
Sebastian Ruder
|
Barbara Plank
|
Unsupervised Pretraining for Sequence to Sequence Learning
Prajit Ramachandran
|
Peter Liu
|
Quoc Le
|
Rotated Word Vector Representations and their Interpretability
Sungjoon Park
|
JinYeong Bak
|
Alice Oh
|
Recurrent Attention Network on Memory for Aspect Sentiment Analysis
Peng Chen
|
Zhongqian Sun
|
Lidong Bing
|
Wei Yang
|
A Cognition Based Attention Model for Sentiment Analysis
Yunfei Long
|
Qin Lu
|
Rong Xiang
|
Minglei Li
|
Chu-Ren Huang
|
Refining Word Embeddings for Sentiment Analysis
Liang-Chih Yu
|
Jin Wang
|
K. Robert Lai
|
Xuejie Zhang
|
A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis
Md Shad Akhtar
|
Abhishek Kumar
|
Deepanway Ghosal
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings
Raksha Sharma
|
Arpan Somani
|
Lakshya Kumar
|
Pushpak Bhattacharyya
|
Filling the Blanks (hint: plural noun) for Mad Libs Humor
Nabil Hossain
|
John Krumm
|
Lucy Vanderwende
|
Eric Horvitz
|
Henry Kautz
|
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Alexis Conneau
|
Douwe Kiela
|
Holger Schwenk
|
Loïc Barrault
|
Antoine Bordes
|
Segmentation-Free Word Embedding for Unsegmented Languages
Takamasa Oshikiri
|
RACE: Large-scale ReAding Comprehension Dataset From Examinations
Guokun Lai
|
Qizhe Xie
|
Hanxiao Liu
|
Yiming Yang
|
Eduard Hovy
|
Structural Embedding of Syntactic Trees for Machine Comprehension
Rui Liu
|
Junjie Hu
|
Wei Wei
|
Zi Yang
|
Eric Nyberg
|
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
David Golub
|
Po-Sen Huang
|
Xiaodong He
|
Li Deng
|
Learning to Paraphrase for Question Answering
Li Dong
|
Jonathan Mallinson
|
Siva Reddy
|
Mirella Lapata
|
Recovering Question Answering Errors via Query Revision
Semih Yavuz
|
Izzeddin Gur
|
Yu Su
|
Xifeng Yan
|
Guided Open Vocabulary Image Captioning with Constrained Beam Search
Peter Anderson
|
Basura Fernando
|
Mark Johnson
|
Stephen Gould
|
Zero-Shot Activity Recognition with Verb Attribute Induction
Rowan Zellers
|
Yejin Choi
|
Globally Normalized Reader
Jonathan Raiman
|
John Miller
|
Tensor Fusion Network for Multimodal Sentiment Analysis
Amir Zadeh
|
Minghai Chen
|
Soujanya Poria
|
Erik Cambria
|
Louis-Philippe Morency
|
Deeper Attention to Abusive User Content Moderation
John Pavlopoulos
|
Prodromos Malakasiotis
|
Ion Androutsopoulos
|
Inter-Weighted Alignment Network for Sentence Pair Modeling
Gehui Shen
|
Yunlun Yang
|
Zhi-Hong Deng
|
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
Chengyu Wang
|
Xiaofeng He
|
Aoying Zhou
|
Idiom-Aware Compositional Distributed Semantics
Pengfei Liu
|
Kaiyu Qian
|
Xipeng Qiu
|
Xuanjing Huang
|
A Continuously Growing Dataset of Sentential Paraphrases
Wuwei Lan
|
Siyu Qiu
|
Hua He
|
Wei Xu
|
Cross-domain Semantic Parsing via Paraphrasing
Yu Su
|
Xifeng Yan
|
Predicting Word Association Strengths
Andrew Cattle
|
Xiaojuan Ma
|
Chinese Zero Pronoun Resolution with Deep Memory Network
Qingyu Yin
|
Yu Zhang
|
Weinan Zhang
|
Ting Liu
|
Learning to Rank Semantic Coherence for Topic Segmentation
Liang Wang
|
Sujian Li
|
Yajuan Lv
|
Houfeng Wang
|
Here’s My Point: Joint Pointer Architecture for Argument Mining
Peter Potash
|
Alexey Romanov
|
Anna Rumshisky
|
Identifying attack and support argumentative relations using deep learning
Oana Cocarascu
|
Francesca Toni
|
Story Comprehension for Predicting What Happens Next
Snigdha Chaturvedi
|
Haoruo Peng
|
Dan Roth
|
Stack-based Multi-layer Attention for Transition-based Dependency Parsing
Zhirui Zhang
|
Shujie Liu
|
Mu Li
|
Ming Zhou
|
Enhong Chen
|
TAG Parsing with Neural Networks and Vector Representations of Supertags
Jungo Kasai
|
Bob Frank
|
Tom McCoy
|
Owen Rambow
|
Alexis Nasr
|
Dual Tensor Model for Detecting Asymmetric Lexico-Semantic Relations
Goran Glavaš
|
Simone Paolo Ponzetto
|
Adversarial Training for Relation Extraction
Yi Wu
|
David Bamman
|
Stuart Russell
|
Context-Aware Representations for Knowledge Base Relation Extraction
Daniil Sorokin
|
Iryna Gurevych
|
A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events
Prafulla Kumar Choubey
|
Ruihong Huang
|
Exploring Vector Spaces for Semantic Relations
Kata Gábor
|
Haïfa Zargayouna
|
Isabelle Tellier
|
Davide Buscaldi
|
Thierry Charnois
|
Dynamic Entity Representations in Neural Language Models
Yangfeng Ji
|
Chenhao Tan
|
Sebastian Martschat
|
Yejin Choi
|
Noah A. Smith
|
Inducing Semantic Micro-Clusters from Deep Multi-View Representations of Novels
Lea Frermann
|
György Szarvas
|
Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features
Fan Yang
|
Arjun Mukherjee
|
Eduard Dragut
|
Adversarial Examples for Evaluating Reading Comprehension Systems
Robin Jia
|
Percy Liang
|
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events
Prafulla Kumar Choubey
|
Ruihong Huang
|
A Factored Neural Network Model for Characterizing Online Discussions in Vector Space
Hao Cheng
|
Hao Fang
|
Mari Ostendorf
|
Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision
Haoruo Peng
|
Ming-Wei Chang
|
Wen-tau Yih
|
Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings
Bofang Li
|
Tao Liu
|
Zhe Zhao
|
Buzhou Tang
|
Aleksandr Drozd
|
Anna Rogers
|
Xiaoyong Du
|
Towards Debate Automation: a Recurrent Model for Predicting Debate Winners
Peter Potash
|
Anna Rumshisky
|
Deep Joint Entity Disambiguation with Local Neural Attention
Octavian-Eugen Ganea
|
Thomas Hofmann
|
Scientific Information Extraction with Semi-supervised Neural Tagging
Yi Luan
|
Mari Ostendorf
|
Hannaneh Hajishirzi
|
Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks
Peng-Hsuan Li
|
Ruo-Ping Dong
|
Yu-Siang Wang
|
Ju-Chieh Chou
|
Wei-Yun Ma
|
Entity Linking via Joint Encoding of Types, Descriptions, and Context
Nitish Gupta
|
Sameer Singh
|
Dan Roth
|
An Insight Extraction System on BioMedical Literature with Deep Neural Networks
Hua He
|
Kris Ganjam
|
Navendu Jain
|
Jessica Lundin
|
Ryen White
|
Jimmy Lin
|
Quantifying the Effects of Text Duplication on Semantic Models
Alexandra Schofield
|
Laure Thompson
|
David Mimno
|
No Need to Pay Attention: Simple Recurrent Neural Networks Work!
Ferhan Ture
|
Oliver Jojic
|
The strange geometry of skip-gram with negative sampling
David Mimno
|
Laure Thompson
|
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings
Wei Yang
|
Wei Lu
|
Vincent Zheng
|
Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking
Hannah Rashkin
|
Eunsol Choi
|
Jin Yea Jang
|
Svitlana Volkova
|
Yejin Choi
|
Topic-Based Agreement and Disagreement in US Electoral Manifestos
Stefano Menini
|
Federico Nanni
|
Simone Paolo Ponzetto
|
Sara Tonelli
|
Argotario: Computational Argumentation Meets Serious Games
Ivan Habernal
|
Raffael Hannemann
|
Christian Pollak
|
Christopher Klamm
|
Patrick Pauli
|
Iryna Gurevych
|
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning
Kashyap Popat
|
Subhabrata Mukherjee
|
Andrew Yates
|
Gerhard Weikum
|
Detecting Gang-Involved Escalation on Social Media Using Context
Serina Chang
|
Ruiqi Zhong
|
Ethan Adams
|
Fei-Tzin Lee
|
Siddharth Varia
|
Desmond Patton
|
William Frey
|
Chris Kedzie
|
Kathy McKeown
|
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge
Niket Tandon
|
Bhavana Dalvi
|
Joel Grus
|
Wen-tau Yih
|
Antoine Bosselut
|
Peter Clark
|
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation
Adam Poliak
|
Aparajita Haldar
|
Rachel Rudinger
|
J. Edward Hu
|
Ellie Pavlick
|
Aaron Steven White
|
Benjamin Van Durme
|
Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts
Matthew Lamm
|
Arun Chaganty
|
Christopher D. Manning
|
Dan Jurafsky
|
Percy Liang
|
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference
Rowan Zellers
|
Yonatan Bisk
|
Roy Schwartz
|
Yejin Choi
|
Associative Multichannel Autoencoder for Multimodal Word Representation
Shaonan Wang
|
Jiajun Zhang
|
Chengqing Zong
|
Multimodal Language Analysis with Recurrent Multistage Fusion
Paul Pu Liang
|
Ziyin Liu
|
AmirAli Bagher Zadeh
|
Louis-Philippe Morency
|
Temporally Grounding Natural Sentence in Video
Jingyuan Chen
|
Xinpeng Chen
|
Lin Ma
|
Zequn Jie
|
Tat-Seng Chua
|
Neural Segmental Hypergraphs for Overlapping Mention Recognition
Bailin Wang
|
Wei Lu
|
Variational Sequential Labelers for Semi-Supervised Learning
Mingda Chen
|
Qingming Tang
|
Karen Livescu
|
Kevin Gimpel
|
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
Edoardo Maria Ponti
|
Ivan Vulić
|
Goran Glavaš
|
Nikola Mrkšić
|
Anna Korhonen
|
Improving Cross-Lingual Word Embeddings by Meeting in the Middle
Yerai Doval
|
Jose Camacho-Collados
|
Luis Espinosa-Anke
|
Steven Schockaert
|
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse
Manaal Faruqui
|
Ellie Pavlick
|
Ian Tenney
|
Dipanjan Das
|
Neural Cross-Lingual Named Entity Recognition with Minimal Resources
Jiateng Xie
|
Zhilin Yang
|
Graham Neubig
|
Noah A. Smith
|
Jaime Carbonell
|
XL-NBT: A Cross-lingual Neural Belief Tracking Framework
Wenhu Chen
|
Jianshu Chen
|
Yu Su
|
Xin Wang
|
Dong Yu
|
Xifeng Yan
|
William Yang Wang
|
NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings
Ndapa Nakashole
|
SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach
Michael Petrochuk
|
Luke Zettlemoyer
|
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension
Minjoon Seo
|
Tom Kwiatkowski
|
Ankur Parikh
|
Ali Farhadi
|
Hannaneh Hajishirzi
|
Cut to the Chase: A Context Zoom-in Network for Reading Comprehension
Sathish Reddy Indurthi
|
Seunghak Yu
|
Seohyun Back
|
Heriberto Cuayáhuitl
|
Why is unsupervised alignment of English embeddings from different algorithms so hard?
Mareike Hartmann
|
Yova Kementchedjhieva
|
Anders Søgaard
|
Quantifying Context Overlap for Training Word Embeddings
Yimeng Zhuang
|
Jinghui Xie
|
Yinhe Zheng
|
Xuan Zhu
|
Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space
Koki Washio
|
Tsuneaki Kato
|
Generalizing Word Embeddings using Bag of Subwords
Jinman Zhao
|
Sidharth Mudgal
|
Yingyu Liang
|
Neural Metaphor Detection in Context
Ge Gao
|
Eunsol Choi
|
Yejin Choi
|
Luke Zettlemoyer
|
Unsupervised Bilingual Lexicon Induction via Latent Variable Models
Zi-Yi Dou
|
Zhi-Hao Zhou
|
Shujian Huang
|
Exploring Optimism and Pessimism in Twitter Using Deep Learning
Cornelia Caragea
|
Liviu P. Dinu
|
Bogdan Dumitru
|
Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates
Di Chen
|
Jiachen Du
|
Lidong Bing
|
Ruifeng Xu
|
Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning
Chen Shi
|
Qi Chen
|
Lei Sha
|
Sujian Li
|
Xu Sun
|
Houfeng Wang
|
Lintao Zhang
|
Coherence-Aware Neural Topic Modeling
Ran Ding
|
Ramesh Nallapati
|
Bing Xiang
|
Topic Intrusion for Automatic Topic Model Evaluation
Shraey Bhatia
|
Jey Han Lau
|
Timothy Baldwin
|
Supervised Domain Enablement Attention for Personalized Domain Classification
Joo-Kyung Kim
|
Young-Bum Kim
|
Towards Dynamic Computation Graphs via Sparse Latent Structure
Vlad Niculae
|
André F. T. Martins
|
Claire Cardie
|
Convolutional Neural Networks with Recurrent Neural Filters
Yi Yang
|
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model
Kun Xu
|
Lingfei Wu
|
Zhiguo Wang
|
Mo Yu
|
Liwei Chen
|
Vadim Sheinin
|
SQL-to-Text Generation with Graph-to-Sequence Model
Kun Xu
|
Lingfei Wu
|
Zhiguo Wang
|
Yansong Feng
|
Vadim Sheinin
|
Toward Fast and Accurate Neural Discourse Segmentation
Yizhong Wang
|
Sujian Li
|
Jingfeng Yang
|
Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
Ningyu Zhang
|
Shumin Deng
|
Zhanling Sun
|
Xi Chen
|
Wei Zhang
|
Huajun Chen
|
Put It Back: Entity Typing with Language Model Enhancement
Ji Xin
|
Hao Zhu
|
Xu Han
|
Zhiyuan Liu
|
Maosong Sun
|
A Neural Transition-based Model for Nested Mention Recognition
Bailin Wang
|
Wei Lu
|
Yu Wang
|
Hongxia Jin
|
Facts That Matter
Marco Ponza
|
Luciano Del Corro
|
Gerhard Weikum
|
Entity Tracking Improves Cloze-style Reading Comprehension
Luong Hoang
|
Sam Wiseman
|
Alexander Rush
|
Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification
Binxuan Huang
|
Kathleen Carley
|
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
Martin Schmitt
|
Simon Steinheber
|
Konrad Schreiber
|
Benjamin Roth
|
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging
Nayeon Lee
|
Chien-Sheng Wu
|
Pascale Fung
|
Rational Recurrences
Hao Peng
|
Roy Schwartz
|
Sam Thomson
|
Noah A. Smith
|
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation
Xiao Liu
|
Zhunchen Luo
|
Heyan Huang
|
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
Shikhar Vashishth
|
Rishabh Joshi
|
Sai Suman Prayaga
|
Chiranjib Bhattacharyya
|
Partha Talukdar
|
Constituent Parsing as Sequence Labeling
Carlos Gómez-Rodríguez
|
David Vilares
|
TVQA: Localized, Compositional Video Question Answering
Jie Lei
|
Licheng Yu
|
Mohit Bansal
|
Tamara Berg
|
Localizing Moments in Video with Temporal Language
Lisa Anne Hendricks
|
Oliver Wang
|
Eli Shechtman
|
Josef Sivic
|
Trevor Darrell
|
Bryan Russell
|
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
Mohammad Taher Pilehvar
|
Dimitri Kartsaklis
|
Victor Prokhorov
|
Nigel Collier
|
Streaming word similarity mining on the cheap
Olof Görnerup
|
Daniel Gillblad
|
Memory, Show the Way: Memory Based Few Shot Word Representation Learning
Jingyuan Sun
|
Shaonan Wang
|
Chengqing Zong
|
Disambiguated skip-gram model
Karol Grzegorczyk
|
Marcin Kurdziel
|
Dynamic Meta-Embeddings for Improved Sentence Representations
Douwe Kiela
|
Changhan Wang
|
Kyunghyun Cho
|
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
Melissa Ailem
|
Bowen Zhang
|
Aurelien Bellet
|
Pascal Denis
|
Fei Sha
|
Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation
Murhaf Fares
|
Stephan Oepen
|
Erik Velldal
|
Dissecting Contextual Word Embeddings: Architecture and Representation
Matthew Peters
|
Mark Neumann
|
Luke Zettlemoyer
|
Wen-tau Yih
|
Preposition Sense Disambiguation and Representation
Hongyu Gong
|
Jiaqi Mu
|
Suma Bhat
|
Pramod Viswanath
|
Auto-Encoding Dictionary Definitions into Consistent Word Embeddings
Tom Bosc
|
Pascal Vincent
|
Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources
Gabriel Stanovsky
|
Mark Hopkins
|
Structured Alignment Networks for Matching Sentences
Yang Liu
|
Matt Gardner
|
Mirella Lapata
|
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference
Yi Tay
|
Anh Tuan Luu
|
Siu Cheung Hui
|
Convolutional Interaction Network for Natural Language Inference
Jingjing Gong
|
Xipeng Qiu
|
Xinchi Chen
|
Dong Liang
|
Xuanjing Huang
|
Lessons from Natural Language Inference in the Clinical Domain
Alexey Romanov
|
Chaitanya Shivade
|
Question Generation from SQL Queries Improves Neural Semantic Parsing
Daya Guo
|
Yibo Sun
|
Duyu Tang
|
Nan Duan
|
Jian Yin
|
Hong Chi
|
James Cao
|
Peng Chen
|
Ming Zhou
|
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing
Jonathan Herzig
|
Jonathan Berant
|
A Span Selection Model for Semantic Role Labeling
Hiroki Ouchi
|
Hiroyuki Shindo
|
Yuji Matsumoto
|
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task
Tao Yu
|
Michihiro Yasunaga
|
Kai Yang
|
Rui Zhang
|
Dongxu Wang
|
Zifan Li
|
Dragomir Radev
|
What It Takes to Achieve 100% Condition Accuracy on WikiSQL
Semih Yavuz
|
Izzeddin Gur
|
Yu Su
|
Xifeng Yan
|
Predicting Semantic Relations using Global Graph Properties
Yuval Pinter
|
Jacob Eisenstein
|
Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling
Wei Li
|
Xinyan Xiao
|
Yajuan Lyu
|
Yuanzhuo Wang
|
evision PDF of 'Content Selection in Deep Learning Models of Summarization
Chris Kedzie
|
Kathleen McKeown
|
Hal Daumé III
|
Learning Context-Sensitive Convolutional Filters for Text Processing
Dinghan Shen
|
Martin Renqiang Min
|
Yitong Li
|
Lawrence Carin
|
Learning Neural Representation for CLIR with Adversarial Framework
Bo Li
|
Ping Cheng
|
Semi-Supervised Sequence Modeling with Cross-View Training
Kevin Clark
|
Minh-Thang Luong
|
Christopher D. Manning
|
Quoc Le
|
A Deterministic Algorithm for Bridging Anaphora Resolution
Yufang Hou
|
Neural Adaptation Layers for Cross-domain Named Entity Recognition
Bill Yuchen Lin
|
Wei Lu
|
MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller
Seohyun Back
|
Seunghak Yu
|
Sathish Reddy Indurthi
|
Jihie Kim
|
Jaegul Choo
|
Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension
Yi Tay
|
Anh Tuan Luu
|
Siu Cheung Hui
|
Cross-Pair Text Representations for Answer Sentence Selection
Kateryna Tymoshenko
|
Alessandro Moschitti
|
Knowledge Base Question Answering via Encoding of Complex Query Graphs
Kangqi Luo
|
Fengli Lin
|
Xusheng Luo
|
Kenny Zhu
|
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
Yuhao Zhang
|
Peng Qi
|
Christopher D. Manning
|
N-ary Relation Extraction using Graph-State LSTM
Linfeng Song
|
Yue Zhang
|
Zhiguo Wang
|
Daniel Gildea
|
Decoupling Strategy and Generation in Negotiation Dialogues
He He
|
Derek Chen
|
Anusha Balakrishnan
|
Percy Liang
|
Large-scale Cloze Test Dataset Created by Teachers
Qizhe Xie
|
Guokun Lai
|
Zihang Dai
|
Eduard Hovy
|
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Todor Mihaylov
|
Peter Clark
|
Tushar Khot
|
Ashish Sabharwal
|
A Unified Syntax-aware Framework for Semantic Role Labeling
Zuchao Li
|
Shexia He
|
Jiaxun Cai
|
Zhuosheng Zhang
|
Hai Zhao
|
Gongshen Liu
|
Linlin Li
|
Luo Si
|
Semantics as a Foreign Language
Gabriel Stanovsky
|
Ido Dagan
|
An AMR Aligner Tuned by Transition-based Parser
Yijia Liu
|
Wanxiang Che
|
Bo Zheng
|
Bing Qin
|
Ting Liu
|
Unsupervised Cross-lingual Transfer of Word Embedding Spaces
Ruochen Xu
|
Yiming Yang
|
Naoki Otani
|
Yuexin Wu
|
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition
Tao Ge
|
Qing Dou
|
Heng Ji
|
Lei Cui
|
Baobao Chang
|
Zhifang Sui
|
Furu Wei
|
Ming Zhou
|
WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition
Yufeng Diao
|
Hongfei Lin
|
Di Wu
|
Liang Yang
|
Kan Xu
|
Zhihao Yang
|
Jian Wang
|
Shaowu Zhang
|
Bo Xu
|
Dongyu Zhang
|
A Challenge Set and Methods for Noun-Verb Ambiguity
Ali Elkahky
|
Kellie Webster
|
Daniel Andor
|
Emily Pitler
|
Learning Better Internal Structure of Words for Sequence Labeling
Yingwei Xin
|
Ethan Hart
|
Vibhuti Mahajan
|
Jean-David Ruvini
|
Commonsense Justification for Action Explanation
Shaohua Yang
|
Qiaozi Gao
|
Sari Sadiya
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Joyce Chai
|
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation
Xiaoxue Zang
|
Ashwini Pokle
|
Marynel Vázquez
|
Kevin Chen
|
Juan Carlos Niebles
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Alvaro Soto
|
Silvio Savarese
|
Syntax Encoding with Application in Authorship Attribution
Richong Zhang
|
Zhiyuan Hu
|
Hongyu Guo
|
Yongyi Mao
|
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
Sonal Gupta
|
Rushin Shah
|
Mrinal Mohit
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Anuj Kumar
|
Mike Lewis
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Evaluating the Utility of Hand-crafted Features in Sequence Labelling
Minghao Wu
|
Fei Liu
|
Trevor Cohn
|
Bayesian Compression for Natural Language Processing
Nadezhda Chirkova
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Ekaterina Lobacheva
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Dmitry Vetrov
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Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts
Di Jin
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Peter Szolovits
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Investigating Capsule Networks with Dynamic Routing for Text Classification
Min Yang
|
Wei Zhao
|
Jianbo Ye
|
Zeyang Lei
|
Zhou Zhao
|
Soufei Zhang
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Topic Memory Networks for Short Text Classification
Jichuan Zeng
|
Jing Li
|
Yan Song
|
Cuiyun Gao
|
Michael R. Lyu
|
Irwin King
|
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
Aditi Chaudhary
|
Chunting Zhou
|
Lori Levin
|
Graham Neubig
|
David R. Mortensen
|
Jaime Carbonell
|
A Computational Exploration of Exaggeration
Enrica Troiano
|
Carlo Strapparava
|
Gözde Özbal
|
Serra Sinem Tekiroğlu
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Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models
Anne Lauscher
|
Goran Glavaš
|
Simone Paolo Ponzetto
|
Kai Eckert
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Causal Explanation Analysis on Social Media
Youngseo Son
|
Nipun Bayas
|
H. Andrew Schwartz
|
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis
Navonil Majumder
|
Soujanya Poria
|
Alexander Gelbukh
|
Md. Shad Akhtar
|
Erik Cambria
|
Asif Ekbal
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Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations
Zhe Zhang
|
Munindar Singh
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Multi-grained Attention Network for Aspect-Level Sentiment Classification
Feifan Fan
|
Yansong Feng
|
Dongyan Zhao
|
Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification
Yi Tay
|
Anh Tuan Luu
|
Siu Cheung Hui
|
Jian Su
|
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
Ruidan He
|
Wee Sun Lee
|
Hwee Tou Ng
|
Daniel Dahlmeier
|
ExtRA: Extracting Prominent Review Aspects from Customer Feedback
Zhiyi Luo
|
Shanshan Huang
|
Frank F. Xu
|
Bill Yuchen Lin
|
Hanyuan Shi
|
Kenny Zhu
|
Phrase-level Self-Attention Networks for Universal Sentence Encoding
Wei Wu
|
Houfeng Wang
|
Tianyu Liu
|
Shuming Ma
|
BanditSum: Extractive Summarization as a Contextual Bandit
Yue Dong
|
Yikang Shen
|
Eric Crawford
|
Herke van Hoof
|
Jackie Chi Kit Cheung
|
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification
Mounica Maddela
|
Wei Xu
|
Syntactic Scaffolds for Semantic Structures
Swabha Swayamdipta
|
Sam Thomson
|
Kenton Lee
|
Luke Zettlemoyer
|
Chris Dyer
|
Noah A. Smith
|
Hierarchical Quantized Representations for Script Generation
Noah Weber
|
Leena Shekhar
|
Niranjan Balasubramanian
|
Nathanael Chambers
|
Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks
Yao Zhao
|
Xiaochuan Ni
|
Yuanyuan Ding
|
Qifa Ke
|
Answer-focused and Position-aware Neural Question Generation
Xingwu Sun
|
Jing Liu
|
Yajuan Lyu
|
Wei He
|
Yanjun Ma
|
Shi Wang
|
Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity
Xinnuo Xu
|
Ondřej Dušek
|
Ioannis Konstas
|
Verena Rieser
|
Iterative Document Representation Learning Towards Summarization with Polishing
Xiuying Chen
|
Shen Gao
|
Chongyang Tao
|
Yan Song
|
Dongyan Zhao
|
Rui Yan
|
Bottom-Up Abstractive Summarization
Sebastian Gehrmann
|
Yuntian Deng
|
Alexander Rush
|
A Nil-Aware Answer Extraction Framework for Question Answering
Souvik Kundu
|
Hwee Tou Ng
|
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks
Biao Zhang
|
Deyi Xiong
|
Jinsong Su
|
Qian Lin
|
Huiji Zhang
|
Deep Attentive Sentence Ordering Network
Baiyun Cui
|
Yingming Li
|
Ming Chen
|
Zhongfei Zhang
|
Getting to “Hearer-old”: Charting Referring Expressions Across Time
Ieva Staliūnaitė
|
Hannah Rohde
|
Bonnie Webber
|
Annie Louis
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Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions
Eric Holgate
|
Isabel Cachola
|
Daniel Preoţiuc-Pietro
|
Junyi Jessy Li
|
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences
Yi Tay
|
Anh Tuan Luu
|
Siu Cheung Hui
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Word Mover’s Embedding: From Word2Vec to Document Embedding
Lingfei Wu
|
Ian En-Hsu Yen
|
Kun Xu
|
Fangli Xu
|
Avinash Balakrishnan
|
Pin-Yu Chen
|
Pradeep Ravikumar
|
Michael J. Witbrock
|
On Tree-Based Neural Sentence Modeling
Haoyue Shi
|
Hao Zhou
|
Jiaze Chen
|
Lei Li
|
Joint Learning for Targeted Sentiment Analysis
Dehong Ma
|
Sujian Li
|
Houfeng Wang
|
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification
Kalpesh Krishna
|
Preethi Jyothi
|
Mohit Iyyer
|
Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution
Hongyin Luo
|
Jim Glass
|
Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings
Hong-You Chen
|
Cheng-Syuan Lee
|
Keng-Te Liao
|
Shou-De Lin
|
Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation
Akira Utsumi
|
Learning Gender-Neutral Word Embeddings
Jieyu Zhao
|
Yichao Zhou
|
Zeyu Li
|
Wei Wang
|
Kai-Wei Chang
|
Learning Concept Abstractness Using Weak Supervision
Ella Rabinovich
|
Benjamin Sznajder
|
Artem Spector
|
Ilya Shnayderman
|
Ranit Aharonov
|
David Konopnicki
|
Noam Slonim
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InferLite: Simple Universal Sentence Representations from Natural Language Inference Data
Jamie Kiros
|
William Chan
|
What can we learn from Semantic Tagging?
Mostafa Abdou
|
Artur Kulmizev
|
Vinit Ravishankar
|
Lasha Abzianidze
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Johan Bos
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Bridging Knowledge Gaps in Neural Entailment via Symbolic Models
Dongyeop Kang
|
Tushar Khot
|
Ashish Sabharwal
|
Peter Clark
|
Linguistically-Informed Self-Attention for Semantic Role Labeling
Emma Strubell
|
Patrick Verga
|
Daniel Andor
|
David Weiss
|
Andrew McCallum
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Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package
Ajay Patel
|
Alexander Sands
|
Chris Callison-Burch
|
Marianna Apidianaki
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PizzaPal: Conversational Pizza Ordering using a High-Density Conversational AI Platform
Antoine Raux
|
Yi Ma
|
Paul Yang
|
Felicia Wong
|
Neural Tree Indexers for Text Understanding
Tsendsuren Munkhdalai
|
Hong Yu
|
Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases
Matthias Hartung
|
Fabian Kaupmann
|
Soufian Jebbara
|
Philipp Cimiano
|
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
Vered Shwartz
|
Enrico Santus
|
Dominik Schlechtweg
|
Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network
Kim Anh Nguyen
|
Sabine Schulte im Walde
|
Ngoc Thang Vu
|
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
Ivan Vulić
|
Douwe Kiela
|
Anna Korhonen
|
A Systematic Study of Neural Discourse Models for Implicit Discourse Relation
Attapol Rutherford
|
Vera Demberg
|
Nianwen Xue
|
Neural Semantic Encoders
Tsendsuren Munkhdalai
|
Hong Yu
|
Out-of-domain FrameNet Semantic Role Labeling
Silvana Hartmann
|
Ilia Kuznetsov
|
Teresa Martin
|
Iryna Gurevych
|
Dependency Parsing as Head Selection
Xingxing Zhang
|
Jianpeng Cheng
|
Mirella Lapata
|
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching
Wenpeng Yin
|
Hinrich Schütze
|
Learning to Predict Denotational Probabilities For Modeling Entailment
Alice Lai
|
Julia Hockenmaier
|
Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm
Pascal Denis
|
Liva Ralaivola
|
Nonsymbolic Text Representation
Hinrich Schütze
|
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings
Abhishek Abhishek
|
Ashish Anand
|
Amit Awekar
|
Building Lexical Vector Representations from Concept Definitions
Danilo Silva de Carvalho
|
Minh Le Nguyen
|
Cross-Lingual Word Embeddings for Low-Resource Language Modeling
Oliver Adams
|
Adam Makarucha
|
Graham Neubig
|
Steven Bird
|
Trevor Cohn
|
Distributed Document and Phrase Co-embeddings for Descriptive Clustering
Motoki Sato
|
Austin J. Brockmeier
|
Georgios Kontonatsios
|
Tingting Mu
|
John Y. Goulermas
|
Jun’ichi Tsujii
|
Sophia Ananiadou
|
Neural Architectures for Fine-grained Entity Type Classification
Sonse Shimaoka
|
Pontus Stenetorp
|
Kentaro Inui
|
Sebastian Riedel
|
Robust Training under Linguistic Adversity
Yitong Li
|
Trevor Cohn
|
Timothy Baldwin
|
A Rich Morphological Tagger for English: Exploring the Cross-Linguistic Tradeoff Between Morphology and Syntax
Christo Kirov
|
John Sylak-Glassman
|
Rebecca Knowles
|
Ryan Cotterell
|
Matt Post
|
Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis
Ryan Cotterell
|
Adam Poliak
|
Benjamin Van Durme
|
Jason Eisner
|
PP Attachment: Where do We Stand?
Daniël de Kok
|
Jianqiang Ma
|
Corina Dima
|
Erhard Hinrichs
|
Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources
Mohammad Taher Pilehvar
|
Nigel Collier
|
How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis
Ivan Sanchez
|
Sebastian Riedel
|
Measuring Topic Coherence through Optimal Word Buckets
Nitin Ramrakhiyani
|
Sachin Pawar
|
Swapnil Hingmire
|
Girish Palshikar
|
Unsupervised Dialogue Act Induction using Gaussian Mixtures
Tomáš Brychcín
|
Pavel Král
|
Efficient, Compositional, Order-sensitive n-gram Embeddings
Adam Poliak
|
Pushpendre Rastogi
|
M. Patrick Martin
|
Benjamin Van Durme
|
Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language
Maximilian Köper
|
Sabine Schulte im Walde
|
Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering
João Sedoc
|
Daniel Preoţiuc-Pietro
|
Lyle Ungar
|
Attention Modeling for Targeted Sentiment
Jiangming Liu
|
Yue Zhang
|
Neural Temporal Relation Extraction
Dmitriy Dligach
|
Timothy Miller
|
Chen Lin
|
Steven Bethard
|
Guergana Savova
|
End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification
Sanjeev Karn
|
Ulli Waltinger
|
Hinrich Schütze
|
Building Web-Interfaces for Vector Semantic Models with the WebVectors Toolkit
Andrey Kutuzov
|
Elizaveta Kuzmenko
|
Word Ordering as Unsupervised Learning Towards Syntactically Plausible Word Representations
Noriki Nishida
|
Hideki Nakayama
|
Natural Language Inference from Multiple Premises
Alice Lai
|
Yonatan Bisk
|
Julia Hockenmaier
|
Enabling Transitivity for Lexical Inference on Chinese Verbs Using Probabilistic Soft Logic
Wei-Chung Wang
|
Lun-Wei Ku
|
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF
Yan Shao
|
Christian Hardmeier
|
Jörg Tiedemann
|
Joakim Nivre
|
Geographical Evaluation of Word Embeddings
Michal Konkol
|
Tomáš Brychcín
|
Michal Nykl
|
Tomáš Hercig
|
A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification
Ye Zhang
|
Byron Wallace
|
Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion
Olivier Ferret
|
Text Sentiment Analysis based on Fusion of Structural Information and Serialization Information
Ling Gan
|
Houyu Gong
|
Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness
Peter Potash
|
Robin Bhattacharya
|
Anna Rumshisky
|
WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition
Abbas Ghaddar
|
Phillippe Langlais
|
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification
Yizhong Wang
|
Sujian Li
|
Jingfeng Yang
|
Xu Sun
|
Houfeng Wang
|
Cross-Lingual Sentiment Analysis Without (Good) Translation
Mohamed Abdalla
|
Graeme Hirst
|
Implicit Syntactic Features for Target-dependent Sentiment Analysis
Yuze Gao
|
Yue Zhang
|
Tong Xiao
|
Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising
Yiping Jin
|
Dittaya Wanvarie
|
Phu Le
|
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields
Fei Liu
|
Timothy Baldwin
|
Trevor Cohn
|
Measuring Semantic Relations between Human Activities
Steven Wilson
|
Rada Mihalcea
|
Recognizing Explicit and Implicit Hate Speech Using a Weakly Supervised Two-path Bootstrapping Approach
Lei Gao
|
Alexis Kuppersmith
|
Ruihong Huang
|
Selective Decoding for Cross-lingual Open Information Extraction
Sheng Zhang
|
Kevin Duh
|
Benjamin Van Durme
|
Open Relation Extraction and Grounding
Dian Yu
|
Lifu Huang
|
Heng Ji
|
Integrating Subject, Type, and Property Identification for Simple Question Answering over Knowledge Base
Wei-Chuan Hsiao
|
Hen-Hsen Huang
|
Hsin-Hsi Chen
|
Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework
Aaron Steven White
|
Pushpendre Rastogi
|
Kevin Duh
|
Benjamin Van Durme
|
Multilingual Hierarchical Attention Networks for Document Classification
Nikolaos Pappas
|
Andrei Popescu-Belis
|
Learning Kernels over Strings using Gaussian Processes
Daniel Beck
|
Trevor Cohn
|
Segment-Level Neural Conditional Random Fields for Named Entity Recognition
Motoki Sato
|
Hiroyuki Shindo
|
Ikuya Yamada
|
Yuji Matsumoto
|
Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings
Prakhar Pandey
|
Vikram Pudi
|
Manish Shrivastava
|
Modelling Representation Noise in Emotion Analysis using Gaussian Processes
Daniel Beck
|
Are Manually Prepared Affective Lexicons Really Useful for Sentiment Analysis
Minglei Li
|
Qin Lu
|
Yunfei Long
|
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews
Wei Xue
|
Wubai Zhou
|
Tao Li
|
Qing Wang
|
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning
Ta-Chung Chi
|
Po-Chun Chen
|
Shang-Yu Su
|
Yun-Nung Chen
|
Taking into account Inter-sentence Similarity for Update Summarization
Maâli Mnasri
|
Gaël de Chalendar
|
Olivier Ferret
|
Hyperspherical Query Likelihood Models with Word Embeddings
Ryo Masumura
|
Taichi Asami
|
Hirokazu Masataki
|
Kugatsu Sadamitsu
|
Kyosuke Nishida
|
Ryuichiro Higashinaka
|
Correlation Analysis of Chronic Obstructive Pulmonary Disease (COPD) and its Biomarkers Using the Word Embeddings
Byeong-Hun Yoon
|
Yu-Seop Kim
|
Leveraging Diverse Lexical Chains to Construct Essays for Chinese College Entrance Examination
Liunian Li
|
Xiaojun Wan
|
Jin-ge Yao
|
Siming Yan
|
IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases
Liang-Chih Yu
|
Lung-Hao Lee
|
Jin Wang
|
Kam-Fai Wong
|
IIIT-H at IJCNLP-2017 Task 3: A Bidirectional-LSTM Approach for Review Opinion Diversification
Pruthwik Mishra
|
Prathyusha Danda
|
Silpa Kanneganti
|
Soujanya Lanka
|
LDCCNLP at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases Using Machine Learning
Peng Zhong
|
Jingbin Wang
|
CKIP at IJCNLP-2017 Task 2: Neural Valence-Arousal Prediction for Phrases
Peng-Hsuan Li
|
Wei-Yun Ma
|
Hsin-Yang Wang
|
Alibaba at IJCNLP-2017 Task 2: A Boosted Deep System for Dimensional Sentiment Analysis of Chinese Phrases
Xin Zhou
|
Jian Wang
|
Xu Xie
|
Changlong Sun
|
Luo Si
|
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model
Shuying Lin
|
Huosheng Xie
|
Liang-Chih Yu
|
K. Robert Lai
|
IIIT-H at IJCNLP-2017 Task 4: Customer Feedback Analysis using Machine Learning and Neural Network Approaches
Prathyusha Danda
|
Pruthwik Mishra
|
Silpa Kanneganti
|
Soujanya Lanka
|
YNU-HPCC at IJCNLP-2017 Task 4: Attention-based Bi-directional GRU Model for Customer Feedback Analysis Task of English
Nan Wang
|
Jin Wang
|
Xuejie Zhang
|
IITP at IJCNLP-2017 Task 4: Auto Analysis of Customer Feedback using CNN and GRU Network
Deepak Gupta
|
Pabitra Lenka
|
Harsimran Bedi
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
MappSent at IJCNLP-2017 Task 5: A Textual Similarity Approach Applied to Multi-choice Question Answering in Examinations
Amir Hazem
|
YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model
Hang Yuan
|
You Zhang
|
Jin Wang
|
Xuejie Zhang
|
JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System
Sandip Sarkar
|
Dipankar Das
|
Partha Pakray
|
Last Words: Computational Linguistics and Deep Learning
Christopher D. Manning
|
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks
Lizhen Qu
|
Gabriela Ferraro
|
Liyuan Zhou
|
Weiwei Hou
|
Nathan Schneider
|
Timothy Baldwin
|
Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction
Roy Schwartz
|
Roi Reichart
|
Ari Rappoport
|
Neighborhood Mixture Model for Knowledge Base Completion
Dat Quoc Nguyen
|
Kairit Sirts
|
Lizhen Qu
|
Mark Johnson
|
Analyzing Learner Understanding of Novel L2 Vocabulary
Rebecca Knowles
|
Adithya Renduchintala
|
Philipp Koehn
|
Jason Eisner
|
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation
Ikuya Yamada
|
Hiroyuki Shindo
|
Hideaki Takeda
|
Yoshiyasu Takefuji
|
Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data
Boxing Chen
|
Fei Huang
|
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training
Massimiliano Mancini
|
Jose Camacho-Collados
|
Ignacio Iacobacci
|
Roberto Navigli
|
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding
Shoaib Jameel
|
Steven Schockaert
|
Learning Word Representations with Regularization from Prior Knowledge
Yan Song
|
Chia-Jung Lee
|
Fei Xia
|
Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring
Fei Dong
|
Yue Zhang
|
Jie Yang
|
A Joint Model for Semantic Sequences: Frames, Entities, Sentiments
Haoruo Peng
|
Snigdha Chaturvedi
|
Dan Roth
|
Making Neural QA as Simple as Possible but not Simpler
Dirk Weissenborn
|
Georg Wiese
|
Laura Seiffe
|
Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text
Desh Raj
|
Sunil Sahu
|
Ashish Anand
|
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks
Van-Khanh Tran
|
Le-Minh Nguyen
|
Embedded-State Latent Conditional Random Fields for Sequence Labeling
Dung Thai
|
Sree Harsha Ramesh
|
Shikhar Murty
|
Luke Vilnis
|
Andrew McCallum
|
Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension
Matthias Blohm
|
Glorianna Jagfeld
|
Ekta Sood
|
Xiang Yu
|
Ngoc Thang Vu
|
Learning to Embed Semantic Correspondence for Natural Language Understanding
Sangkeun Jung
|
Jinsik Lee
|
Jiwon Kim
|
Multi-Modal Sequence Fusion via Recursive Attention for Emotion Recognition
Rory Beard
|
Ritwik Das
|
Raymond W. M. Ng
|
P. G. Keerthana Gopalakrishnan
|
Luka Eerens
|
Pawel Swietojanski
|
Ondrej Miksik
|
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge
Steven Derby
|
Paul Miller
|
Brian Murphy
|
Barry Devereux
|
Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation
Mikel Artetxe
|
Gorka Labaka
|
Iñigo Lopez-Gazpio
|
Eneko Agirre
|
Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games
Judy Hanwen Shen
|
Matthias Hofer
|
Bjarke Felbo
|
Roger Levy
|
Sequence Classification with Human Attention
Maria Barrett
|
Joachim Bingel
|
Nora Hollenstein
|
Marek Rei
|
Anders Søgaard
|
Weakly-Supervised Neural Semantic Parsing with a Generative Ranker
Jianpeng Cheng
|
Mirella Lapata
|
Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity
Paola Merlo
|
Francesco Ackermann
|
Unsupervised Sentence Compression using Denoising Auto-Encoders
Thibault Fevry
|
Jason Phang
|
Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data
Ábel Elekes
|
Adrian Englhardt
|
Martin Schäler
|
Klemens Böhm
|
Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP)
Trevor Cohen
|
Dominic Widdows
|
The Lifted Matrix-Space Model for Semantic Composition
WooJin Chung
|
Sheng-Fu Wang
|
Samuel Bowman
|
Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces
Thomas Ager
|
Ondřej Kuželka
|
Steven Schockaert
|
Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner
Yury Zemlyanskiy
|
Fei Sha
|
From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information
Hengru Xu
|
Shen Li
|
Renfen Hu
|
Si Li
|
Sheng Gao
|
Evaluating a Topic Modelling Approach to Measuring Corpus Similarity
Richard Fothergill
|
Paul Cook
|
Timothy Baldwin
|
Word Embedding Evaluation and Combination
Sahar Ghannay
|
Benoit Favre
|
Yannick Estève
|
Nathalie Camelin
|
Punctuation Prediction for Unsegmented Transcript Based on Word Vector
Xiaoyin Che
|
Cheng Wang
|
Haojin Yang
|
Christoph Meinel
|
Neural Scoring Function for MST Parser
Jindřich Libovický
|
mwetoolkit+sem: Integrating Word Embeddings in the mwetoolkit for Semantic MWE Processing
Silvio Cordeiro
|
Carlos Ramisch
|
Aline Villavicencio
|
Best of Both Worlds: Making Word Sense Embeddings Interpretable
Alexander Panchenko
|
Benchmarking Lexical Simplification Systems
Gustavo Paetzold
|
Lucia Specia
|
Spanish Word Vectors from Wikipedia
Mathias Etcheverry
|
Dina Wonsever
|
Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource
Stéphan Tulkens
|
Chris Emmery
|
Walter Daelemans
|
The hunvec framework for NN-CRF-based sequential tagging
Katalin Pajkossy
|
Attila Zséder
|
Studying the Temporal Dynamics of Word Co-occurrences: An Application to Event Detection
Daniel Preoţiuc-Pietro
|
P. K. Srijith
|
Mark Hepple
|
Trevor Cohn
|
Medical Concept Embeddings via Labeled Background Corpora
Eneldo Loza Mencía
|
Gerard de Melo
|
Jinseok Nam
|
Cross-Lingual Generation and Evaluation of a Wide-Coverage Lexical Semantic Resource
Attila Novák
|
Borbála Novák
|
Advances in Pre-Training Distributed Word Representations
Tomas Mikolov
|
Edouard Grave
|
Piotr Bojanowski
|
Christian Puhrsch
|
Armand Joulin
|
A Corpus for Modeling Word Importance in Spoken Dialogue Transcripts
Sushant Kafle
|
Matt Huenerfauth
|
Simple Large-scale Relation Extraction from Unstructured Text
Christos Christodoulopoulos
|
Arpit Mittal
|
Joint Learning of Sense and Word Embeddings
Mohammed Alsuhaibani
|
Danushka Bollegala
|
A Corpus to Learn Refer-to-as Relations for Nominals
Wasi Ahmad
|
Kai-Wei Chang
|
Chinese Relation Classification using Long Short Term Memory Networks
Linrui Zhang
|
Dan Moldovan
|
Sentiment-Stance-Specificity (SSS) Dataset: Identifying Support-based Entailment among Opinions.
Pavithra Rajendran
|
Danushka Bollegala
|
Simon Parsons
|
Multilingual Multi-class Sentiment Classification Using Convolutional Neural Networks
Mohammed Attia
|
Younes Samih
|
Ali Elkahky
|
Laura Kallmeyer
|
A Large Self-Annotated Corpus for Sarcasm
Mikhail Khodak
|
Nikunj Saunshi
|
Kiran Vodrahalli
|
English-Basque Statistical and Neural Machine Translation
Inigo Jauregi Unanue
|
Lierni Garmendia Arratibel
|
Ehsan Zare Borzeshi
|
Massimo Piccardi
|
Constructing High Quality Sense-specific Corpus and Word Embedding via Unsupervised Elimination of Pseudo Multi-sense
Haoyue Shi
|
Xihao Wang
|
Yuqi Sun
|
Junfeng Hu
|
Urdu Word Embeddings
Samar Haider
|
Retrofitting Word Representations for Unsupervised Sense Aware Word Similarities
Steffen Remus
|
Chris Biemann
|
A Comparison Of Emotion Annotation Schemes And A New Annotated Data Set
Ian Wood
|
John P. McCrae
|
Vladimir Andryushechkin
|
Paul Buitelaar
|
Indra: A Word Embedding and Semantic Relatedness Server
Juliano Efson Sales
|
Leonardo Souza
|
Siamak Barzegar
|
Brian Davis
|
André Freitas
|
Siegfried Handschuh
|
The New Propbank: Aligning Propbank with AMR through POS Unification
Tim O’Gorman
|
Sameer Pradhan
|
Martha Palmer
|
Julia Bonn
|
Katie Conger
|
James Gung
|
Performance Impact Caused by Hidden Bias of Training Data for Recognizing Textual Entailment
Masatoshi Tsuchiya
|
Evaluation of Croatian Word Embeddings
Lukáš Svoboda
|
Slobodan Beliga
|
EmotionLines: An Emotion Corpus of Multi-Party Conversations
Chao-Chun Hsu
|
Sheng-Yeh Chen
|
Chuan-Chun Kuo
|
Ting-Hao Huang
|
Lun-Wei Ku
|
SentEval: An Evaluation Toolkit for Universal Sentence Representations
Alexis Conneau
|
Douwe Kiela
|
A Deep Neural Network based Approach for Entity Extraction in Code-Mixed Indian Social Media Text
Deepak Gupta
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl
Alexander Panchenko
|
Eugen Ruppert
|
Stefano Faralli
|
Simone P. Ponzetto
|
Chris Biemann
|
Lexical and Semantic Features for Cross-lingual Text Reuse Classification: an Experiment in English and Latin Paraphrases
Maria Moritz
|
David Steding
|
MGAD: Multilingual Generation of Analogy Datasets
Mostafa Abdou
|
Artur Kulmizev
|
Vinit Ravishankar
|
Finely Tuned, 2 Billion Token Based Word Embeddings for Portuguese
João Rodrigues
|
António Branco
|
Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution
Dainis Boumber
|
Yifan Zhang
|
Arjun Mukherjee
|
A Neural Network Model for Part-Of-Speech Tagging of Social Media Texts
Sara Meftah
|
Nasredine Semmar
|
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages
Benjamin Heinzerling
|
Michael Strube
|
Incorporating Semantic Attention in Video Description Generation
Natsuda Laokulrat
|
Naoaki Okazaki
|
Hideki Nakayama
|
Simulating ASR errors for training SLU systems
Edwin Simonnet
|
Sahar Ghannay
|
Nathalie Camelin
|
Yannick Estève
|
Grounding Gradable Adjectives through Crowdsourcing
Rebecca Sharp
|
Mithun Paul
|
Ajay Nagesh
|
Dane Bell
|
Mihai Surdeanu
|
Learning Word Vectors for 157 Languages
Edouard Grave
|
Piotr Bojanowski
|
Prakhar Gupta
|
Armand Joulin
|
Tomas Mikolov
|
Annotating Educational Questions for Student Response Analysis
Andreea Godea
|
Rodney Nielsen
|
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge
Simon Ostermann
|
Ashutosh Modi
|
Michael Roth
|
Stefan Thater
|
Manfred Pinkal
|
You Tweet What You Speak: A City-Level Dataset of Arabic Dialects
Muhammad Abdul-Mageed
|
Hassan Alhuzali
|
Mohamed Elaraby
|
Modeling Trolling in Social Media Conversations
Luis Gerardo Mojica de la Vega
|
Vincent Ng
|
Baselines and Test Data for Cross-Lingual Inference
Željko Agić
|
Natalie Schluter
|
The brWaC Corpus: A New Open Resource for Brazilian Portuguese
Jorge A. Wagner Filho
|
Rodrigo Wilkens
|
Marco Idiart
|
Aline Villavicencio
|
BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset
Hanieh Poostchi
|
Ehsan Zare Borzeshi
|
Massimo Piccardi
|
Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework
Ivan Titov
|
Ehsan Khoddam
|
Multiview LSA: Representation Learning via Generalized CCA
Pushpendre Rastogi
|
Benjamin Van Durme
|
Raman Arora
|
Unsupervised Dependency Parsing: Let’s Use Supervised Parsers
Phong Le
|
Willem Zuidema
|
Incorporating Word Correlation Knowledge into Topic Modeling
Pengtao Xie
|
Diyi Yang
|
Eric Xing
|
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval
Xiaodong Liu
|
Jianfeng Gao
|
Xiaodong He
|
Li Deng
|
Kevin Duh
|
Ye-yi Wang
|
Word Embedding-based Antonym Detection using Thesauri and Distributional Information
Masataka Ono
|
Makoto Miwa
|
Yutaka Sasaki
|
Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers
Anupam Guha
|
Mohit Iyyer
|
Danny Bouman
|
Jordan Boyd-Graber
|
Distributed Representations of Words to Guide Bootstrapped Entity Classifiers
Sonal Gupta
|
Christopher D. Manning
|
Unsupervised Sparse Vector Densification for Short Text Similarity
Yangqiu Song
|
Dan Roth
|
Retrofitting Word Vectors to Semantic Lexicons
Manaal Faruqui
|
Jesse Dodge
|
Sujay Kumar Jauhar
|
Chris Dyer
|
Eduard Hovy
|
Noah A. Smith
|
Unsupervised Morphology Induction Using Word Embeddings
Radu Soricut
|
Franz Och
|
Counter-fitting Word Vectors to Linguistic Constraints
Nikola Mrkšić
|
Diarmuid Ó Séaghdha
|
Blaise Thomson
|
Milica Gašić
|
Lina M. Rojas-Barahona
|
Pei-Hao Su
|
David Vandyke
|
Tsung-Hsien Wen
|
Steve Young
|
Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings
Spandana Gella
|
Mirella Lapata
|
Frank Keller
|
Dynamic Feature Induction: The Last Gist to the State-of-the-Art
Jinho D. Choi
|
Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer
Eunsuk Yang
|
Young-Bum Kim
|
Ruhi Sarikaya
|
Yu-Seop Kim
|
Top-down Tree Long Short-Term Memory Networks
Xingxing Zhang
|
Liang Lu
|
Mirella Lapata
|
Expectation-Regulated Neural Model for Event Mention Extraction
Ching-Yun Chang
|
Zhiyang Teng
|
Yue Zhang
|
Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives
Roy Schwartz
|
Roi Reichart
|
Ari Rappoport
|
Learning Distributed Word Representations For Bidirectional LSTM Recurrent Neural Network
Peilu Wang
|
Yao Qian
|
Frank K. Soong
|
Lei He
|
Hai Zhao
|
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification
Aditya Mogadala
|
Achim Rettinger
|
Ultradense Word Embeddings by Orthogonal Transformation
Sascha Rothe
|
Sebastian Ebert
|
Hinrich Schütze
|
Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement
Hua He
|
Jimmy Lin
|
Right-truncatable Neural Word Embeddings
Jun Suzuki
|
Masaaki Nagata
|
The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection
Junyi Jessy Li
|
Ani Nenkova
|
Sparse Bilingual Word Representations for Cross-lingual Lexical Entailment
Yogarshi Vyas
|
Marine Carpuat
|
Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings
Yuan Zhang
|
David Gaddy
|
Regina Barzilay
|
Tommi Jaakkola
|
Lexical Coherence Graph Modeling Using Word Embeddings
Mohsen Mesgar
|
Michael Strube
|
Learning Natural Language Inference with LSTM
Shuohang Wang
|
Jing Jiang
|
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents
Rui Zhang
|
Honglak Lee
|
Dragomir R. Radev
|
Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships
Mohit Iyyer
|
Anupam Guha
|
Snigdha Chaturvedi
|
Jordan Boyd-Graber
|
Hal Daumé III
|
An End-to-end Approach to Learning Semantic Frames with Feedforward Neural Network
Yukun Feng
|
Yipei Xu
|
Dong Yu
|
Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn’t.
Anna Gladkova
|
Aleksandr Drozd
|
Satoshi Matsuoka
|
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss
Peng Xu
|
Denilson Barbosa
|
Joint Bootstrapping Machines for High Confidence Relation Extraction
Pankaj Gupta
|
Benjamin Roth
|
Hinrich Schütze
|
Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer
Sudha Rao
|
Joel Tetreault
|
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types
Hady Elsahar
|
Christophe Gravier
|
Frederique Laforest
|
Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens
Marek Rei
|
Anders Søgaard
|
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing
Annervaz K M
|
Somnath Basu Roy Chowdhury
|
Ambedkar Dukkipati
|
Deep Dirichlet Multinomial Regression
Adrian Benton
|
Mark Dredze
|
Scene Graph Parsing as Dependency Parsing
Yu-Siang Wang
|
Chenxi Liu
|
Xiaohui Zeng
|
Alan Yuille
|
Learning Visually Grounded Sentence Representations
Douwe Kiela
|
Alexis Conneau
|
Allan Jabri
|
Maximilian Nickel
|
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets
Wei-Lun Chao
|
Hexiang Hu
|
Fei Sha
|
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
Fabio Petroni
|
Vassilis Plachouras
|
Timothy Nugent
|
Jochen L. Leidner
|
Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation?
Abhik Jana
|
Pawan Goyal
|
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić
|
Goran Glavaš
|
Nikola Mrkšić
|
Anna Korhonen
|
Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features
Matteo Pagliardini
|
Prakhar Gupta
|
Martin Jaggi
|
Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality
Md Shad Akhtar
|
Palaash Sawant
|
Sukanta Sen
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Self-Training for Jointly Learning to Ask and Answer Questions
Mrinmaya Sachan
|
Eric Xing
|
The Web as a Knowledge-Base for Answering Complex Questions
Alon Talmor
|
Jonathan Berant
|
Fine-Grained Temporal Orientation and its Relationship with Psycho-Demographic Correlates
Sabyasachi Kamila
|
Mohammed Hasanuzzaman
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Andy Way
|
Querying Word Embeddings for Similarity and Relatedness
Fatemeh Torabi Asr
|
Robert Zinkov
|
Michael Jones
|
Entity Commonsense Representation for Neural Abstractive Summarization
Reinald Kim Amplayo
|
Seonjae Lim
|
Seung-won Hwang
|
Automatic Stance Detection Using End-to-End Memory Networks
Mitra Mohtarami
|
Ramy Baly
|
James Glass
|
Preslav Nakov
|
Lluís Màrquez
|
Alessandro Moschitti
|
Global Relation Embedding for Relation Extraction
Yu Su
|
Honglei Liu
|
Semih Yavuz
|
Izzeddin Gür
|
Huan Sun
|
Xifeng Yan
|
Multimodal Named Entity Recognition for Short Social Media Posts
Seungwhan Moon
|
Leonardo Neves
|
Vitor Carvalho
|
Supervised Open Information Extraction
Gabriel Stanovsky
|
Julian Michael
|
Luke Zettlemoyer
|
Ido Dagan
|
Embedding Syntax and Semantics of Prepositions via Tensor Decomposition
Hongyu Gong
|
Suma Bhat
|
Pramod Viswanath
|
Neural Particle Smoothing for Sampling from Conditional Sequence Models
Chu-Cheng Lin
|
Jason Eisner
|
Parsing Tweets into Universal Dependencies
Yijia Liu
|
Yi Zhu
|
Wanxiang Che
|
Bing Qin
|
Nathan Schneider
|
Noah A. Smith
|
Learning Word Embeddings for Low-Resource Languages by PU Learning
Chao Jiang
|
Hsiang-Fu Yu
|
Cho-Jui Hsieh
|
Kai-Wei Chang
|
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
Adina Williams
|
Nikita Nangia
|
Samuel Bowman
|
Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations
Koki Washio
|
Tsuneaki Kato
|
Specialising Word Vectors for Lexical Entailment
Ivan Vulić
|
Nikola Mrkšić
|
Sentences with Gapping: Parsing and Reconstructing Elided Predicates
Sebastian Schuster
|
Joakim Nivre
|
Christopher D. Manning
|
End-to-End Graph-Based TAG Parsing with Neural Networks
Jungo Kasai
|
Robert Frank
|
Pauli Xu
|
William Merrill
|
Owen Rambow
|
Diverse Few-Shot Text Classification with Multiple Metrics
Mo Yu
|
Xiaoxiao Guo
|
Jinfeng Yi
|
Shiyu Chang
|
Saloni Potdar
|
Yu Cheng
|
Gerald Tesauro
|
Haoyu Wang
|
Bowen Zhou
|
Multimodal Frame Identification with Multilingual Evaluation
Teresa Botschen
|
Iryna Gurevych
|
Jan-Christoph Klie
|
Hatem Mousselly-Sergieh
|
Stefan Roth
|
Learning Joint Semantic Parsers from Disjoint Data
Hao Peng
|
Sam Thomson
|
Swabha Swayamdipta
|
Noah A. Smith
|
Bootstrapping Generators from Noisy Data
Laura Perez-Beltrachini
|
Mirella Lapata
|
Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering
Seunghyun Yoon
|
Joongbo Shin
|
Kyomin Jung
|
Supervised and Unsupervised Transfer Learning for Question Answering
Yu-An Chung
|
Hung-Yi Lee
|
James Glass
|
Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension
Bhavana Dalvi
|
Lifu Huang
|
Niket Tandon
|
Wen-tau Yih
|
Peter Clark
|
Deep Communicating Agents for Abstractive Summarization
Asli Celikyilmaz
|
Antoine Bosselut
|
Xiaodong He
|
Yejin Choi
|
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks
Mohit Iyyer
|
John Wieting
|
Kevin Gimpel
|
Luke Zettlemoyer
|
Sentiment Analysis: It’s Complicated!
Kian Kenyon-Dean
|
Eisha Ahmed
|
Scott Fujimoto
|
Jeremy Georges-Filteau
|
Christopher Glasz
|
Barleen Kaur
|
Auguste Lalande
|
Shruti Bhanderi
|
Robert Belfer
|
Nirmal Kanagasabai
|
Roman Sarrazingendron
|
Rohit Verma
|
Derek Ruths
|
Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem
Sven Buechel
|
Udo Hahn
|
Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data
Haibo Ding
|
Ellen Riloff
|
Mining Evidences for Concept Stock Recommendation
Qi Liu
|
Yue Zhang
|
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
Shang-Yu Su
|
Pei-Chieh Yuan
|
Yun-Nung Chen
|
Stacking with Auxiliary Features for Visual Question Answering
Nazneen Fatema Rajani
|
Raymond Mooney
|
Deep Contextualized Word Representations
Matthew Peters
|
Mark Neumann
|
Mohit Iyyer
|
Matt Gardner
|
Christopher Clark
|
Kenton Lee
|
Luke Zettlemoyer
|
Enhanced Word Representations for Bridging Anaphora Resolution
Yufang Hou
|
Integrating Stance Detection and Fact Checking in a Unified Corpus
Ramy Baly
|
Mitra Mohtarami
|
James Glass
|
Lluís Màrquez
|
Alessandro Moschitti
|
Preslav Nakov
|
Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset
Pavithra Rajendran
|
Danushka Bollegala
|
Simon Parsons
|
Multi-Task Learning for Argumentation Mining in Low-Resource Settings
Claudia Schulz
|
Steffen Eger
|
Johannes Daxenberger
|
Tobias Kahse
|
Iryna Gurevych
|
Neural Models for Reasoning over Multiple Mentions Using Coreference
Bhuwan Dhingra
|
Qiao Jin
|
Zhilin Yang
|
William Cohen
|
Ruslan Salakhutdinov
|
Sentence Simplification with Memory-Augmented Neural Networks
Tu Vu
|
Baotian Hu
|
Tsendsuren Munkhdalai
|
Hong Yu
|
A Simple and Effective Approach to the Story Cloze Test
Siddarth Srinivasan
|
Richa Arora
|
Mark Riedl
|
Humor Recognition Using Deep Learning
Peng-Yu Chen
|
Von-Wun Soo
|
Character-Based Neural Networks for Sentence Pair Modeling
Wuwei Lan
|
Wei Xu
|
Determining Event Durations: Models and Error Analysis
Alakananda Vempala
|
Eduardo Blanco
|
Alexis Palmer
|
Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model
Goran Glavaš
|
Ivan Vulić
|
Frustratingly Easy Meta-Embedding – Computing Meta-Embeddings by Averaging Source Word Embeddings
Joshua Coates
|
Danushka Bollegala
|
Mittens: an Extension of GloVe for Learning Domain-Specialized Representations
Nicholas Dingwall
|
Christopher Potts
|
Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks
Felipe Paula
|
Rodrigo Wilkens
|
Marco Idiart
|
Aline Villavicencio
|
Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees
Ola Rønning
|
Daniel Hardt
|
Anders Søgaard
|
The Word Analogy Testing Caveat
Natalie Schluter
|
Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis
Devamanyu Hazarika
|
Soujanya Poria
|
Prateek Vij
|
Gangeshwar Krishnamurthy
|
Erik Cambria
|
Roger Zimmermann
|
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis
Fei Liu
|
Trevor Cohn
|
Timothy Baldwin
|
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks
Salman Mohammed
|
Peng Shi
|
Jimmy Lin
|
A Comparison of Two Paraphrase Models for Taxonomy Augmentation
Vassilis Plachouras
|
Fabio Petroni
|
Timothy Nugent
|
Jochen L. Leidner
|
Identifying the Most Dominant Event in a News Article by Mining Event Coreference Relations
Prafulla Kumar Choubey
|
Kaushik Raju
|
Ruihong Huang
|
Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding
Huasha Zhao
|
Yi Yang
|
Qiong Zhang
|
Luo Si
|
Using Word Vectors to Improve Word Alignments for Low Resource Machine Translation
Nima Pourdamghani
|
Marjan Ghazvininejad
|
Kevin Knight
|
Contextualized Word Representations for Reading Comprehension
Shimi Salant
|
Jonathan Berant
|
Robust Machine Comprehension Models via Adversarial Training
Yicheng Wang
|
Mohit Bansal
|
TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation
Tao Yu
|
Zifan Li
|
Zilin Zhang
|
Rui Zhang
|
Dragomir Radev
|
Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators
Cen Chen
|
Yinfei Yang
|
Jun Zhou
|
Xiaolong Li
|
Forrest Sheng Bao
|
Predicting Foreign Language Usage from English-Only Social Media Posts
Svitlana Volkova
|
Stephen Ranshous
|
Lawrence Phillips
|
Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings
Debanjan Mahata
|
John Kuriakose
|
Rajiv Ratn Shah
|
Roger Zimmermann
|
Higher-Order Coreference Resolution with Coarse-to-Fine Inference
Kenton Lee
|
Luheng He
|
Luke Zettlemoyer
|
Natural Language to Structured Query Generation via Meta-Learning
Po-Sen Huang
|
Chenglong Wang
|
Rishabh Singh
|
Wen-tau Yih
|
Xiaodong He
|
Smaller Text Classifiers with Discriminative Cluster Embeddings
Mingda Chen
|
Kevin Gimpel
|
The Emergence of Semantics in Neural Network Representations of Visual Information
Dhanush Dharmaretnam
|
Alona Fyshe
|
Visual Referring Expression Recognition: What Do Systems Actually Learn?
Volkan Cirik
|
Louis-Philippe Morency
|
Taylor Berg-Kirkpatrick
|
Neural Network based Extreme Classification and Similarity Models for Product Matching
Kashif Shah
|
Selcuk Kopru
|
Jean-David Ruvini
|
What we need to learn if we want to do and not just talk
Rashmi Gangadharaiah
|
Balakrishnan Narayanaswamy
|
Charles Elkan
|
Construction of the Literature Graph in Semantic Scholar
Waleed Ammar
|
Dirk Groeneveld
|
Chandra Bhagavatula
|
Iz Beltagy
|
Miles Crawford
|
Doug Downey
|
Jason Dunkelberger
|
Ahmed Elgohary
|
Sergey Feldman
|
Vu Ha
|
Rodney Kinney
|
Sebastian Kohlmeier
|
Kyle Lo
|
Tyler Murray
|
Hsu-Han Ooi
|
Matthew Peters
|
Joanna Power
|
Sam Skjonsberg
|
Lucy Wang
|
Chris Wilhelm
|
Zheng Yuan
|
Madeleine van Zuylen
|
Oren Etzioni
|
Benchmarks and models for entity-oriented polarity detection
Lidia Pivovarova
|
Arto Klami
|
Roman Yangarber
|
A Deeper Look into Dependency-Based Word Embeddings
Sean MacAvaney
|
Amir Zeldes
|
Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets
Prathusha Kameswara Sarma
|
Read and Comprehend by Gated-Attention Reader with More Belief
Haohui Deng
|
Yik-Cheung Tam
|
Training a Ranking Function for Open-Domain Question Answering
Phu Mon Htut
|
Samuel Bowman
|
Kyunghyun Cho
|
360° Stance Detection
Sebastian Ruder
|
John Glover
|
Afshin Mehrabani
|
Parsa Ghaffari
|
SensEmbed: Learning Sense Embeddings for Word and Relational Similarity
Ignacio Iacobacci
|
Mohammad Taher Pilehvar
|
Roberto Navigli
|
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
Fei Sun
|
Jiafeng Guo
|
Yanyan Lan
|
Jun Xu
|
Xueqi Cheng
|
A Unified Multilingual Semantic Representation of Concepts
José Camacho-Collados
|
Mohammad Taher Pilehvar
|
Roberto Navigli
|
Pairwise Neural Machine Translation Evaluation
Francisco Guzmán
|
Shafiq Joty
|
Lluís Màrquez
|
Preslav Nakov
|
Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
Nghia The Pham
|
Germán Kruszewski
|
Angeliki Lazaridou
|
Marco Baroni
|
Learning Semantic Representations of Users and Products for Document Level Sentiment Classification
Duyu Tang
|
Bing Qin
|
Ting Liu
|
Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces
Ramon Astudillo
|
Silvio Amir
|
Wang Ling
|
Mário Silva
|
Isabel Trancoso
|
Model-based Word Embeddings from Decompositions of Count Matrices
Karl Stratos
|
Michael Collins
|
Daniel Hsu
|
Orthogonality of Syntax and Semantics within Distributional Spaces
Jeff Mitchell
|
Mark Steedman
|
Sparse Overcomplete Word Vector Representations
Manaal Faruqui
|
Yulia Tsvetkov
|
Dani Yogatama
|
Chris Dyer
|
Noah A. Smith
|
Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints
Quan Liu
|
Hui Jiang
|
Si Wei
|
Zhen-Hua Ling
|
Yu Hu
|
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Kai Sheng Tai
|
Richard Socher
|
Christopher D. Manning
|
Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer
|
Varun Manjunatha
|
Jordan Boyd-Graber
|
Hal Daumé III
|
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
Sascha Rothe
|
Hinrich Schütze
|
Document Classification by Inversion of Distributed Language Representations
Matt Taddy
|
Simplifying Lexical Simplification: Do We Need Simplified Corpora?
Goran Glavaš
|
Sanja Štajner
|
A Unified Learning Framework of Skip-Grams and Global Vectors
Jun Suzuki
|
Masaaki Nagata
|
PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification
Ellie Pavlick
|
Pushpendre Rastogi
|
Juri Ganitkevitch
|
Benjamin Van Durme
|
Chris Callison-Burch
|
Non-distributional Word Vector Representations
Manaal Faruqui
|
Chris Dyer
|
Learning Cross-lingual Word Embeddings via Matrix Co-factorization
Tianze Shi
|
Zhiyuan Liu
|
Yang Liu
|
Maosong Sun
|
Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction
Ivan Vulić
|
Marie-Francine Moens
|
How Well Do Distributional Models Capture Different Types of Semantic Knowledge?
Dana Rubinstein
|
Effi Levi
|
Roy Schwartz
|
Ari Rappoport
|
Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings
Kazuma Hashimoto
|
Yoshimasa Tsuruoka
|
Intrinsic Subspace Evaluation of Word Embedding Representations
Yadollah Yaghoobzadeh
|
Hinrich Schütze
|
Query Expansion with Locally-Trained Word Embeddings
Fernando Diaz
|
Bhaskar Mitra
|
Nick Craswell
|
A Sentence Interaction Network for Modeling Dependence between Sentences
Biao Liu
|
Minlie Huang
|
Generative Topic Embedding: a Continuous Representation of Documents
Shaohua Li
|
Tat-Seng Chua
|
Jun Zhu
|
Chunyan Miao
|
Extracting token-level signals of syntactic processing from fMRI - with an application to PoS induction
Joachim Bingel
|
Maria Barrett
|
Anders Søgaard
|
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases
Zihang Dai
|
Lei Li
|
Wei Xu
|
Embeddings for Word Sense Disambiguation: An Evaluation Study
Ignacio Iacobacci
|
Mohammad Taher Pilehvar
|
Roberto Navigli
|
Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation
Nut Limsopatham
|
Nigel Collier
|
Deep Fusion LSTMs for Text Semantic Matching
Pengfei Liu
|
Xipeng Qiu
|
Jifan Chen
|
Xuanjing Huang
|
Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models
Minh-Thang Luong
|
Christopher D. Manning
|
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Xuezhe Ma
|
Eduard Hovy
|
Learning Semantically and Additively Compositional Distributional Representations
Ran Tian
|
Naoaki Okazaki
|
Kentaro Inui
|
Learning Word Meta-Embeddings
Wenpeng Yin
|
Hinrich Schütze
|
Commonsense Knowledge Base Completion
Xiang Li
|
Aynaz Taheri
|
Lifu Tu
|
Kevin Gimpel
|
A Fast Unified Model for Parsing and Sentence Understanding
Samuel R. Bowman
|
Jon Gauthier
|
Abhinav Rastogi
|
Raghav Gupta
|
Christopher D. Manning
|
Christopher Potts
|
Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM
Ivan Habernal
|
Iryna Gurevych
|
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning
Ekaterina Vylomova
|
Laura Rimell
|
Trevor Cohn
|
Timothy Baldwin
|
Learning Text Pair Similarity with Context-sensitive Autoencoders
Hadi Amiri
|
Philip Resnik
|
Jordan Boyd-Graber
|
Hal Daumé III
|
Strategies for Training Large Vocabulary Neural Language Models
Wenlin Chen
|
David Grangier
|
Michael Auli
|
Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time
Silvio Cordeiro
|
Carlos Ramisch
|
Marco Idiart
|
Aline Villavicencio
|
Jointly Learning to Embed and Predict with Multiple Languages
Daniel C. Ferreira
|
André F. T. Martins
|
Mariana S. C. Almeida
|
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization
Lucie Flekova
|
Iryna Gurevych
|
On Approximately Searching for Similar Word Embeddings
Kohei Sugawara
|
Hayato Kobayashi
|
Masajiro Iwasaki
|
Composing Distributed Representations of Relational Patterns
Sho Takase
|
Naoaki Okazaki
|
Kentaro Inui
|
Vector-space topic models for detecting Alzheimer’s disease
Maria Yancheva
|
Frank Rudzicz
|
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
Danqi Chen
|
Jason Bolton
|
Christopher D. Manning
|
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
Vered Shwartz
|
Yoav Goldberg
|
Ido Dagan
|
Harnessing Deep Neural Networks with Logic Rules
Zhiting Hu
|
Xuezhe Ma
|
Zhengzhong Liu
|
Eduard Hovy
|
Eric Xing
|
Scalable Semi-Supervised Query Classification Using Matrix Sketching
Young-Bum Kim
|
Karl Stratos
|
Ruhi Sarikaya
|
Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data
Teng Long
|
Ryan Lowe
|
Jackie Chi Kit Cheung
|
Doina Precup
|
Multiplicative Representations for Unsupervised Semantic Role Induction
Yi Luan
|
Yangfeng Ji
|
Hannaneh Hajishirzi
|
Boyang Li
|
Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
Peng Zhou
|
Wei Shi
|
Jun Tian
|
Zhenyu Qi
|
Bingchen Li
|
Hongwei Hao
|
Bo Xu
|
Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks
Suzushi Tomori
|
Takashi Ninomiya
|
Shinsuke Mori
|
Learning Monolingual Compositional Representations via Bilingual Supervision
Ahmed Elgohary
|
Marine Carpuat
|
A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings
Weihua Hu
|
Jun’ichi Tsujii
|
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations
Alexandre Salle
|
Aline Villavicencio
|
Marco Idiart
|
Incorporating Relational Knowledge into Word Representations using Subspace Regularization
Abhishek Kumar
|
Jun Araki
|
Nonparametric Spherical Topic Modeling with Word Embeddings
Kayhan Batmanghelich
|
Ardavan Saeedi
|
Karthik Narasimhan
|
Sam Gershman
|
Robust Co-occurrence Quantification for Lexical Distributional Semantics
Dmitrijs Milajevs
|
Mehrnoosh Sadrzadeh
|
Matthew Purver
|
Singleton Detection using Word Embeddings and Neural Networks
Hessel Haagsma
|
MeTA: A Unified Toolkit for Text Retrieval and Analysis
Sean Massung
|
Chase Geigle
|
ChengXiang Zhai
|
Adversarial Multi-task Learning for Text Classification
Pengfei Liu
|
Xipeng Qiu
|
Xuanjing Huang
|
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision
Chen Liang
|
Jonathan Berant
|
Quoc Le
|
Kenneth D. Forbus
|
Ni Lao
|
Learning Structured Natural Language Representations for Semantic Parsing
Jianpeng Cheng
|
Siva Reddy
|
Vijay Saraswat
|
Mirella Lapata
|
Skip-Gram − Zipf + Uniform = Vector Additivity
Alex Gittens
|
Dimitris Achlioptas
|
Michael W. Mahoney
|
Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution
Ting Liu
|
Yiming Cui
|
Qingyu Yin
|
Wei-Nan Zhang
|
Shijin Wang
|
Guoping Hu
|
Gated Self-Matching Networks for Reading Comprehension and Question Answering
Wenhui Wang
|
Nan Yang
|
Furu Wei
|
Baobao Chang
|
Ming Zhou
|
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix
Bingfeng Luo
|
Yansong Feng
|
Zheng Wang
|
Zhanxing Zhu
|
Songfang Huang
|
Rui Yan
|
Dongyan Zhao
|
Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks
William Foland
|
James H. Martin
|
Deep Semantic Role Labeling: What Works and What’s Next
Luheng He
|
Kenton Lee
|
Mike Lewis
|
Luke Zettlemoyer
|
MORSE: Semantic-ally Drive-n MORpheme SEgment-er
Tarek Sakakini
|
Suma Bhat
|
Pramod Viswanath
|
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders
Tiancheng Zhao
|
Ran Zhao
|
Maxine Eskenazi
|
Beyond Binary Labels: Political Ideology Prediction of Twitter Users
Daniel Preoţiuc-Pietro
|
Ye Liu
|
Daniel Hopkins
|
Lyle Ungar
|
Semantic Word Clusters Using Signed Spectral Clustering
João Sedoc
|
Jean Gallier
|
Dean Foster
|
Lyle Ungar
|
Argument Mining with Structured SVMs and RNNs
Vlad Niculae
|
Joonsuk Park
|
Claire Cardie
|
Neural Discourse Structure for Text Categorization
Yangfeng Ji
|
Noah A. Smith
|
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood
Kelvin Guu
|
Panupong Pasupat
|
Evan Liu
|
Percy Liang
|
Abstractive Document Summarization with a Graph-Based Attentional Neural Model
Jiwei Tan
|
Xiaojun Wan
|
Jianguo Xiao
|
Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains
Liangguo Wang
|
Jing Jiang
|
Hai Leong Chieu
|
Chen Hui Ong
|
Dandan Song
|
Lejian Liao
|
A Constituent-Centric Neural Architecture for Reading Comprehension
Pengtao Xie
|
Eric Xing
|
Combating Human Trafficking with Multimodal Deep Models
Edmund Tong
|
Amir Zadeh
|
Cara Jones
|
Louis-Philippe Morency
|
Multimodal Word Distributions
Ben Athiwaratkun
|
Andrew Wilson
|
Enhanced LSTM for Natural Language Inference
Qian Chen
|
Xiaodan Zhu
|
Zhen-Hua Ling
|
Si Wei
|
Hui Jiang
|
Diana Inkpen
|
Linguistically Regularized LSTM for Sentiment Classification
Qiao Qian
|
Minlie Huang
|
Jinhao Lei
|
Xiaoyan Zhu
|
Universal Dependencies Parsing for Colloquial Singaporean English
Hongmin Wang
|
Yue Zhang
|
GuangYong Leonard Chan
|
Jie Yang
|
Hai Leong Chieu
|
Semi-supervised sequence tagging with bidirectional language models
Matthew Peters
|
Waleed Ammar
|
Chandra Bhagavatula
|
Russell Power
|
Neural Belief Tracker: Data-Driven Dialogue State Tracking
Nikola Mrkšić
|
Diarmuid Ó Séaghdha
|
Tsung-Hsien Wen
|
Blaise Thomson
|
Steve Young
|
Search-based Neural Structured Learning for Sequential Question Answering
Mohit Iyyer
|
Wen-tau Yih
|
Ming-Wei Chang
|
Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering
Jianbo Ye
|
Yanran Li
|
Zhaohui Wu
|
James Z. Wang
|
Wenjie Li
|
Jia Li
|
Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar
|
Jose Camacho-Collados
|
Roberto Navigli
|
Nigel Collier
|
Reading Wikipedia to Answer Open-Domain Questions
Danqi Chen
|
Adam Fisch
|
Jason Weston
|
Antoine Bordes
|
Deep Multitask Learning for Semantic Dependency Parsing
Hao Peng
|
Sam Thomson
|
Noah A. Smith
|
Improved Word Representation Learning with Sememes
Yilin Niu
|
Ruobing Xie
|
Zhiyuan Liu
|
Maosong Sun
|
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment
Pradeep Dasigi
|
Waleed Ammar
|
Chris Dyer
|
Eduard Hovy
|
A Generative Parser with a Discriminative Recognition Algorithm
Jianpeng Cheng
|
Adam Lopez
|
Mirella Lapata
|
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function
Oren Melamud
|
Jacob Goldberger
|
Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings
Changxing Wu
|
Xiaodong Shi
|
Yidong Chen
|
Jinsong Su
|
Boli Wang
|
A Deep Network with Visual Text Composition Behavior
Hongyu Guo
|
Detection of Chinese Word Usage Errors for Non-Native Chinese Learners with Bidirectional LSTM
Yow-Ting Shiue
|
Hen-Hsen Huang
|
Hsin-Hsi Chen
|
Methodical Evaluation of Arabic Word Embeddings
Mohammed Elrazzaz
|
Shady Elbassuoni
|
Khaled Shaban
|
Chadi Helwe
|
Question Answering through Transfer Learning from Large Fine-grained Supervision Data
Sewon Min
|
Minjoon Seo
|
Hannaneh Hajishirzi
|
Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task
Zheng Cai
|
Lifu Tu
|
Kevin Gimpel
|
Representing Sentences as Low-Rank Subspaces
Jiaqi Mu
|
Suma Bhat
|
Pramod Viswanath
|
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter
Svitlana Volkova
|
Kyle Shaffer
|
Jin Yea Jang
|
Nathan Hodas
|
Are You Asking the Right Questions? Teaching Machines to Ask Clarification Questions
Sudha Rao
|
Generating Steganographic Text with LSTMs
Tina Fang
|
Martin Jaggi
|
Katerina Argyraki
|
An Empirical Study on End-to-End Sentence Modelling
Kurt Junshean Espinosa
|
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media
Dustin Arendt
|
Svitlana Volkova
|
Exploring Diachronic Lexical Semantics with JeSemE
Johannes Hellrich
|
Udo Hahn
|
Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ
Jason Kessler
|
Probabilistic FastText for Multi-Sense Word Embeddings
Ben Athiwaratkun
|
Andrew Wilson
|
Anima Anandkumar
|
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
Mikhail Khodak
|
Nikunj Saunshi
|
Yingyu Liang
|
Tengyu Ma
|
Brandon Stewart
|
Sanjeev Arora
|
Unsupervised Learning of Distributional Relation Vectors
Shoaib Jameel
|
Zied Bouraoui
|
Steven Schockaert
|
Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš
|
Ivan Vulić
|
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking
Shikhar Murty
|
Patrick Verga
|
Luke Vilnis
|
Irena Radovanovic
|
Andrew McCallum
|
Bridging CNNs, RNNs, and Weighted Finite-State Machines
Roy Schwartz
|
Sam Thomson
|
Noah A. Smith
|
Sentence-State LSTM for Text Representation
Yue Zhang
|
Qi Liu
|
Linfeng Song
|
AMR Parsing as Graph Prediction with Latent Alignment
Chunchuan Lyu
|
Ivan Titov
|
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
Dinghan Shen
|
Guoyin Wang
|
Wenlin Wang
|
Martin Renqiang Min
|
Qinliang Su
|
Yizhe Zhang
|
Chunyuan Li
|
Ricardo Henao
|
Lawrence Carin
|
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations
John Wieting
|
Kevin Gimpel
|
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach
Shafiq Joty
|
Muhammad Tasnim Mohiuddin
|
Dat Tien Nguyen
|
Neural Document Summarization by Jointly Learning to Score and Select Sentences
Qingyu Zhou
|
Nan Yang
|
Furu Wei
|
Shaohan Huang
|
Ming Zhou
|
Tiejun Zhao
|
Mining Cross-Cultural Differences and Similarities in Social Media
Bill Yuchen Lin
|
Frank F. Xu
|
Kenny Zhu
|
Seung-won Hwang
|
Coarse-to-Fine Decoding for Neural Semantic Parsing
Li Dong
|
Mirella Lapata
|
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge
Todor Mihaylov
|
Anette Frank
|
Simple and Effective Multi-Paragraph Reading Comprehension
Christopher Clark
|
Matt Gardner
|
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search
Jamie Kiros
|
William Chan
|
Geoffrey Hinton
|
What Action Causes This? Towards Naive Physical Action-Effect Prediction
Qiaozi Gao
|
Shaohua Yang
|
Joyce Chai
|
Lucy Vanderwende
|
Transformation Networks for Target-Oriented Sentiment Classification
Xin Li
|
Lidong Bing
|
Wai Lam
|
Bei Shi
|
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference
Boyuan Pan
|
Yazheng Yang
|
Zhou Zhao
|
Yueting Zhuang
|
Deng Cai
|
Xiaofei He
|
Reasoning with Sarcasm by Reading In-Between
Yi Tay
|
Anh Tuan Luu
|
Siu Cheung Hui
|
Jian Su
|
Adversarial Contrastive Estimation
Avishek Joey Bose
|
Huan Ling
|
Yanshuai Cao
|
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift
Sebastian Ruder
|
Barbara Plank
|
TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring
Cancan Jin
|
Ben He
|
Kai Hui
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Le Sun
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Straight to the Tree: Constituency Parsing with Neural Syntactic Distance
Yikang Shen
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Zhouhan Lin
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Athul Paul Jacob
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Alessandro Sordoni
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Aaron Courville
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Yoshua Bengio
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Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings
Maksim Tkachenko
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Chong Cher Chia
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Hady Lauw
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Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings
Yang Xu
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Jiawei Liu
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Wei Yang
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Liusheng Huang
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Learning Prototypical Goal Activities for Locations
Tianyu Jiang
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Ellen Riloff
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DialSQL: Dialogue Based Structured Query Generation
Izzeddin Gur
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Semih Yavuz
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Yu Su
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Xifeng Yan
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Are BLEU and Meaning Representation in Opposition?
Ondřej Cífka
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Ondřej Bojar
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Global-Locally Self-Attentive Encoder for Dialogue State Tracking
Victor Zhong
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Caiming Xiong
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Richard Socher
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Improving Entity Linking by Modeling Latent Relations between Mentions
Phong Le
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Ivan Titov
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A Graph-to-Sequence Model for AMR-to-Text Generation
Linfeng Song
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Yue Zhang
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Zhiguo Wang
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Daniel Gildea
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Learning to Write with Cooperative Discriminators
Ari Holtzman
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Jan Buys
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Maxwell Forbes
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Antoine Bosselut
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David Golub
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Yejin Choi
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Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering
Wei Wang
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Ming Yan
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Chen Wu
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Efficient and Robust Question Answering from Minimal Context over Documents
Sewon Min
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Victor Zhong
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Richard Socher
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Caiming Xiong
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Denoising Distantly Supervised Open-Domain Question Answering
Yankai Lin
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Haozhe Ji
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Zhiyuan Liu
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Maosong Sun
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Question Condensing Networks for Answer Selection in Community Question Answering
Wei Wu
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Xu Sun
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Houfeng Wang
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AMR dependency parsing with a typed semantic algebra
Jonas Groschwitz
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Matthias Lindemann
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Meaghan Fowlie
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Mark Johnson
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Alexander Koller
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Sequence-to-sequence Models for Cache Transition Systems
Xiaochang Peng
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Linfeng Song
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Daniel Gildea
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Giorgio Satta
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Batch IS NOT Heavy: Learning Word Representations From All Samples
Xin Xin
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Fajie Yuan
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Xiangnan He
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Joemon M. Jose
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Did the Model Understand the Question?
Pramod Kaushik Mudrakarta
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Ankur Taly
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Mukund Sundararajan
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Kedar Dhamdhere
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Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification
Yizhong Wang
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Kai Liu
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Jing Liu
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Wei He
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Yajuan Lyu
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Hua Wu
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Sujian Li
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Haifeng Wang
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Multimodal Named Entity Disambiguation for Noisy Social Media Posts
Seungwhan Moon
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Leonardo Neves
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Vitor Carvalho
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Syntax for Semantic Role Labeling, To Be, Or Not To Be
Shexia He
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Zuchao Li
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Hai Zhao
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Hongxiao Bai
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Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding
Bingfeng Luo
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Yansong Feng
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Zheng Wang
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Songfang Huang
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Rui Yan
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Dongyan Zhao
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Token-level and sequence-level loss smoothing for RNN language models
Maha Elbayad
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Laurent Besacier
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Jakob Verbeek
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Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers
Georgios Spithourakis
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Sebastian Riedel
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To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness
Amulya Gupta
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Zhu Zhang
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What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties
Alexis Conneau
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German Kruszewski
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Guillaume Lample
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Loïc Barrault
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Marco Baroni
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Personalizing Dialogue Agents: I have a dog, do you have pets too?
Saizheng Zhang
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Emily Dinan
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Jack Urbanek
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Arthur Szlam
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Douwe Kiela
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Jason Weston
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Efficient Low-rank Multimodal Fusion With Modality-Specific Factors
Zhun Liu
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Ying Shen
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Varun Bharadhwaj Lakshminarasimhan
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Paul Pu Liang
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AmirAli Bagher Zadeh
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Louis-Philippe Morency
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Modeling Naive Psychology of Characters in Simple Commonsense Stories
Hannah Rashkin
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Antoine Bosselut
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Maarten Sap
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Kevin Knight
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Yejin Choi
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A Deep Relevance Model for Zero-Shot Document Filtering
Chenliang Li
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Wei Zhou
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Feng Ji
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Yu Duan
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Haiqing Chen
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Disconnected Recurrent Neural Networks for Text Categorization
Baoxin Wang
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Joint Embedding of Words and Labels for Text Classification
Guoyin Wang
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Chunyuan Li
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Wenlin Wang
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Yizhe Zhang
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Dinghan Shen
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Xinyuan Zhang
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Ricardo Henao
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Lawrence Carin
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Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour
Sandeep Mathias
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Diptesh Kanojia
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Kevin Patel
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Samarth Agrawal
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Abhijit Mishra
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Pushpak Bhattacharyya
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Building Language Models for Text with Named Entities
Md Rizwan Parvez
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Saikat Chakraborty
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Baishakhi Ray
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Kai-Wei Chang
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Neural Natural Language Inference Models Enhanced with External Knowledge
Qian Chen
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Xiaodan Zhu
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Zhen-Hua Ling
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Diana Inkpen
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Si Wei
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AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples
Dongyeop Kang
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Tushar Khot
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Ashish Sabharwal
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Eduard Hovy
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Subword-level Word Vector Representations for Korean
Sungjoon Park
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Jeongmin Byun
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Sion Baek
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Yongseok Cho
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Alice Oh
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Incorporating Chinese Characters of Words for Lexical Sememe Prediction
Huiming Jin
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Hao Zhu
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Zhiyuan Liu
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Ruobing Xie
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Maosong Sun
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Fen Lin
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Leyu Lin
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End-to-End Reinforcement Learning for Automatic Taxonomy Induction
Yuning Mao
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Xiang Ren
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Jiaming Shen
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Xiaotao Gu
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Jiawei Han
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Aspect Based Sentiment Analysis with Gated Convolutional Networks
Wei Xue
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Tao Li
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A Helping Hand: Transfer Learning for Deep Sentiment Analysis
Xin Dong
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Gerard de Melo
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Cold-Start Aware User and Product Attention for Sentiment Classification
Reinald Kim Amplayo
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Jihyeok Kim
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Sua Sung
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Seung-won Hwang
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Supervised Treebank Conversion: Data and Approaches
Xinzhou Jiang
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Zhenghua Li
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Bo Zhang
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Min Zhang
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Sheng Li
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Luo Si
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Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information
Sudha Rao
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Hal Daumé III
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Deep RNNs Encode Soft Hierarchical Syntax
Terra Blevins
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