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Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing

D17-1 [bib]: Entire volume

D17-1000: Front Matter

D17-1001 [bib] [attachment]: Yuki Arase; Jun'ichi Tsujii
Monolingual Phrase Alignment on Parse Forests

D17-1002 [bib]: Tianze Shi; Liang Huang; Lillian Lee
Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set

D17-1003 [bib] [attachment]: Junjie Cao; Sheng Huang; Weiwei Sun; Xiaojun Wan
Quasi-Second-Order Parsing for 1-Endpoint-Crossing, Pagenumber-2 Graphs

D17-1004 [bib] [attachment]: Yuhao Zhang; Victor Zhong; Danqi Chen; Gabor Angeli; Christopher D. Manning
Position-aware Attention and Supervised Data Improve Slot Filling

D17-1005 [bib]: Liyuan Liu; Xiang Ren; Qi Zhu; Shi Zhi; Huan Gui; Heng Ji; Jiawei Han
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach

D17-1006 [bib]: Zhongqing Wang; Yue Zhang; Ching-Yun Chang
Integrating Order Information and Event Relation for Script Event Prediction

D17-1007 [bib]: Chuanqi Tan; Furu Wei; Pengjie Ren; Weifeng Lv; Ming Zhou
Entity Linking for Queries by Searching Wikipedia Sentences

D17-1008 [bib]: Tommaso Pasini; Roberto Navigli
Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data

D17-1009 [bib] [attachment]: Siva Reddy; Oscar Täckström; Slav Petrov; Mark Steedman; Mirella Lapata
Universal Semantic Parsing

D17-1010 [bib]: Yuval Pinter; Robert Guthrie; Jacob Eisenstein
Mimicking Word Embeddings using Subword RNNs

D17-1011 [bib] [attachment]: Ehsaneddin Asgari; Hinrich Schütze
Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages

D17-1012 [bib]: Kazuma Hashimoto; Yoshimasa Tsuruoka
Neural Machine Translation with Source-Side Latent Graph Parsing

D17-1013 [bib]: Rongxiang Weng; Shujian Huang; Zaixiang Zheng; XIN-YU DAI; Jiajun CHEN
Neural Machine Translation with Word Predictions

D17-1014 [bib] [attachment]: Cong Duy Vu Hoang; Gholamreza Haffari; Trevor Cohn
Towards Decoding as Continuous Optimisation in Neural Machine Translation

D17-1015 [bib]: Nikita Kitaev; Dan Klein
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space

D17-1016 [bib]: Afshin Rahimi; Timothy Baldwin; Trevor Cohn
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks

D17-1017 [bib]: Xuwang Yin; Vicente Ordonez
Obj2Text: Generating Visually Descriptive Language from Object Layouts

D17-1018 [bib]: Kenton Lee; Luheng He; Mike Lewis; Luke Zettlemoyer
End-to-end Neural Coreference Resolution

D17-1019 [bib]: Jiwei Li; Dan Jurafsky
Neural Net Models of Open-domain Discourse Coherence

D17-1020 [bib]: Kexiang Wang; Tianyu Liu; Zhifang Sui; Baobao Chang
Affinity-Preserving Random Walk for Multi-Document Summarization

D17-1021 [bib] [attachment]: Ana Marasovic; Leo Born; Juri Opitz; Anette Frank
A Mention-Ranking Model for Abstract Anaphora Resolution

D17-1022 [bib]: Kim Anh Nguyen; Maximilian Köper; Sabine Schulte im Walde; Ngoc Thang Vu
Hierarchical Embeddings for Hypernymy Detection and Directionality

D17-1023 [bib]: Zhe Zhao; Tao Liu; Shen Li; Bofang Li; Xiaoyong Du
Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics

D17-1024 [bib]: Julien Tissier; Christopher Gravier; Amaury Habrard
Dict2vec : Learning Word Embeddings using Lexical Dictionaries

D17-1025 [bib]: Tzu-ray Su; Hung-yi Lee
Learning Chinese Word Representations From Glyphs Of Characters

D17-1026 [bib]: John Wieting; Jonathan Mallinson; Kevin Gimpel
Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext

D17-1027 [bib] [attachment]: Jinxing Yu; Xun Jian; Hao Xin; Yangqiu Song
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components

D17-1028 [bib]: Arihant Gupta; Syed Sarfaraz Akhtar; Avijit Vajpayee; Arjit Srivastava; Madan Gopal Jhanwar; Manish Shrivastava
Exploiting Morphological Regularities in Distributional Word Representations

D17-1029 [bib]: Shaonan Wang; Jiajun Zhang; Chengqing Zong
Exploiting Word Internal Structures for Generic Chinese Sentence Representation

D17-1030 [bib] [attachment]: Aurélie Herbelot; Marco Baroni
High-risk learning: acquiring new word vectors from tiny data

D17-1031 [bib]: Joseph Sanu; Mingbin Xu; Hui Jiang; Quan Liu
Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding

D17-1032 [bib]: Jared Fernandez; Zhaocheng Yu; Doug Downey
VecShare: A Framework for Sharing Word Representation Vectors

D17-1033 [bib] [attachment]: Souleiman Hasan; Edward Curry
Word Re-Embedding via Manifold Dimensionality Retention

D17-1034 [bib] [attachment]: Guang-He Lee; Yun-Nung Chen
MUSE: Modularizing Unsupervised Sense Embeddings

D17-1035 [bib]: Nils Reimers; Iryna Gurevych
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging

D17-1036 [bib] [attachment]: André F. T. Martins; Julia Kreutzer
Learning What's Easy: Fully Differentiable Neural Easy-First Taggers

D17-1037 [bib] [attachment]: Nobuhiro Kaji; Hayato Kobayashi
Incremental Skip-gram Model with Negative Sampling

D17-1038 [bib]: Sebastian Ruder; Barbara Plank
Learning to select data for transfer learning with Bayesian Optimization

D17-1039 [bib] [attachment]: Prajit Ramachandran; Peter Liu; Quoc Le
Unsupervised Pretraining for Sequence to Sequence Learning

D17-1040 [bib]: Denny Britz; Melody Guan; Minh-Thang Luong
Efficient Attention using a Fixed-Size Memory Representation

D17-1041 [bib]: Sungjoon Park; JinYeong Bak; Alice Oh
Rotated Word Vector Representations and their Interpretability

D17-1042 [bib] [attachment]: David Alvarez-Melis; Tommi Jaakkola
A causal framework for explaining the predictions of black-box sequence-to-sequence models

D17-1043 [bib] [attachment]: Iulian Vlad Serban; Alexander G. Ororbia; Joelle Pineau; Aaron Courville
Piecewise Latent Variables for Neural Variational Text Processing

D17-1044 [bib]: Thomas Lavergne; François Yvon
Learning the Structure of Variable-Order CRFs: a finite-state perspective

D17-1045 [bib]: Alham Fikri Aji; Kenneth Heafield
Sparse Communication for Distributed Gradient Descent

D17-1046 [bib] [attachment]: Kazuma Hashimoto; caiming xiong; Yoshimasa Tsuruoka; Richard Socher
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks

D17-1047 [bib] [attachment]: You Lu; Jeffrey Lund; Jordan Boyd-Graber
Why ADAGRAD Fails for Online Topic Modeling

D17-1048 [bib] [attachment]: Peng Chen; Zhongqian Sun; Lidong Bing; Wei Yang
Recurrent Attention Network on Memory for Aspect Sentiment Analysis

D17-1049 [bib]: Yunfei Long; Lu Qin; Rong Xiang; Minglei Li; Chu-Ren Huang
A Cognition Based Attention Model for Sentiment Analysis

D17-1050 [bib]: Lahari Poddar; Wynne Hsu; Mong Li Lee
Author-aware Aspect Topic Sentiment Model to Retrieve Supporting Opinions from Reviews

D17-1051 [bib]: Aniruddha Ghosh; Tony Veale
Magnets for Sarcasm: Making Sarcasm Detection Timely, Contextual and Very Personal

D17-1052 [bib]: Alex Morales; Chengxiang Zhai
Identifying Humor in Reviews using Background Text Sources

D17-1053 [bib]: Leyi Wang; Rui Xia
Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision

D17-1054 [bib]: Kui Xu; Xiaojun Wan
Towards a Universal Sentiment Classifier in Multiple languages

D17-1055 [bib]: Zi-Yi Dou
Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network

D17-1056 [bib]: Min Yang; Jincheng Mei; Heng Ji; zhao wei; Zhou Zhao; Xiaojun Chen
Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters

D17-1057 [bib]: Liang-Chih Yu; Jin Wang; K. Robert Lai; Xuejie Zhang
Refining Word Embeddings for Sentiment Analysis

D17-1058 [bib]: Md Shad Akhtar; Abhishek Kumar; Deepanway Ghosal; Asif Ekbal; Pushpak Bhattacharyya
A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis

D17-1059 [bib]: Raksha Sharma; Arpan Somani; Lakshya Kumar; Pushpak Bhattacharyya
Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings

D17-1060 [bib]: Yasheng Wang; Yang Zhang; Bing Liu
Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association

D17-1061 [bib]: Wenhan Xiong; Thien Hoang; William Yang Wang
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

D17-1062 [bib]: Rodrigo Nogueira; Kyunghyun Cho
Task-Oriented Query Reformulation with Reinforcement Learning

D17-1063 [bib]: Xingxing Zhang; Mirella Lapata
Sentence Simplification with Deep Reinforcement Learning

D17-1064 [bib]: Meng Fang; Yuan Li; Trevor Cohn
Learning how to Active Learn: A Deep Reinforcement Learning Approach

D17-1065 [bib]: Shashi Narayan; Claire Gardent; Shay B. Cohen; Anastasia Shimorina
Split and Rephrase

D17-1066 [bib]: Zhen Xu; Bingquan Liu; Baoxun Wang; Chengjie SUN; Xiaolong Wang; Zhuoran Wang; Chao Qi
Neural Response Generation via GAN with an Approximate Embedding Layer

D17-1067 [bib] [attachment]: Stanislau Semeniuta; Aliaksei Severyn; Erhardt Barth
A Hybrid Convolutional Variational Autoencoder for Text Generation

D17-1068 [bib]: Nabil Hossain; John Krumm; Lucy Vanderwende; Eric Horvitz; Henry Kautz
Filling the Blanks (hint: plural noun) for Mad Libs Humor

D17-1069 [bib]: Enrico Santus; Emmanuele Chersoni; Alessandro Lenci; Philippe Blache
Measuring Thematic Fit with Distributional Feature Overlap

D17-1070 [bib]: Dheeraj Mekala; Vivek Gupta; Bhargavi Paranjape; Harish Karnick
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations

D17-1071 [bib]: Alexis Conneau; Douwe Kiela; Holger Schwenk; Loïc Barrault; Antoine Bordes
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

D17-1072 [bib]: Hitomi Yanaka; Koji Mineshima; Pascual Martínez-Gómez; Daisuke Bekki
Determining Semantic Textual Similarity using Natural Deduction Proofs

D17-1073 [bib]: Chen Gong; Zhenghua Li; Min Zhang; Xinzhou Jiang
Multi-Grained Chinese Word Segmentation

D17-1074 [bib]: Nasser Zalmout; Nizar Habash
Don't Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for Arabic

D17-1075 [bib]: Ryan Cotterell; Ekaterina Vylomova; Huda Khayrallah; Christo Kirov; David Yarowsky
Paradigm Completion for Derivational Morphology

D17-1076 [bib]: Karl Stratos
A Sub-Character Architecture for Korean Language Processing

D17-1077 [bib]: Tobias Horsmann; Torsten Zesch
Do LSTMs really work so well for PoS tagging? – A replication study

D17-1078 [bib]: Lara McConnaughey; Jennifer Dai; David Bamman
The Labeled Segmentation of Printed Books

D17-1079 [bib]: Ryan Cotterell; Georg Heigold
Cross-lingual Character-Level Neural Morphological Tagging

D17-1080 [bib]: Hao Zhou; Zhenting Yu; Yue Zhang; Shujian Huang; XIN-YU DAI; Jiajun Chen
Word-Context Character Embeddings for Chinese Word Segmentation

D17-1081 [bib]: Takamasa Oshikiri
Segmentation-Free Word Embedding for Unsegmented Languages

D17-1082 [bib]: Mrinmaya Sachan; Kumar Dubey; Eric Xing
From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems

D17-1083 [bib] [attachment]: Guokun Lai; Qizhe Xie; Hanxiao Liu; Yiming Yang; Eduard Hovy
RACE: Large-scale ReAding Comprehension Dataset From Examinations

D17-1084 [bib]: Mark Hopkins; Cristian Petrescu-Prahova; Roie Levin; Ronan Le Bras; Alvaro Herrasti; Vidur Joshi
Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers

D17-1085 [bib]: Danqing Huang; Shuming Shi; Chin-Yew Lin; Jian Yin
Learning Fine-Grained Expressions to Solve Math Word Problems

D17-1086 [bib]: Rui Liu; Junjie Hu; Wei Wei; Zi Yang; Eric Nyberg
Structural Embedding of Syntactic Trees for Machine Comprehension

D17-1087 [bib]: Teng Long; Emmanuel Bengio; Ryan Lowe; Jackie Chi Kit Cheung; Doina Precup
World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions

D17-1088 [bib]: David Golub; Po-Sen Huang; Xiaodong He; Li Deng
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension

D17-1089 [bib]: Yan Wang; Xiaojiang Liu; Shuming Shi
Deep Neural Solver for Math Word Problems

D17-1090 [bib]: Deepak P; Dinesh Garg; Shirish Shevade
Latent Space Embedding for Retrieval in Question-Answer Archives

D17-1091 [bib]: Nan Duan; Duyu Tang; Peng Chen; Ming Zhou
Question Generation for Question Answering

D17-1092 [bib]: Li Dong; Jonathan Mallinson; Siva Reddy; Mirella Lapata
Learning to Paraphrase for Question Answering

D17-1093 [bib]: Yuanliang Meng; Anna Rumshisky; Alexey Romanov
Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture

D17-1094 [bib]: Kateryna Tymoshenko; Daniele Bonadiman; Alessandro Moschitti
Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model

D17-1095 [bib] [attachment]: Semih Yavuz; Izzeddin Gur; Yu Su; Xifeng Yan
Recovering Question Answering Errors via Query Revision

D17-1096 [bib]: Jean-Benoit Delbrouck; Stéphane Dupont
An empirical study on the effectiveness of images in Multimodal Neural Machine Translation

D17-1097 [bib]: Ashwin Vijayakumar; Ramakrishna Vedantam; Devi Parikh
Sound-Word2Vec: Learning Word Representations Grounded in Sounds

D17-1098 [bib]: Aroma Mahendru; Viraj Prabhu; Akrit Mohapatra; Dhruv Batra; Stefan Lee
The Promise of Premise: Harnessing Question Premises in Visual Question Answering

D17-1099 [bib] [attachment]: Peter Anderson; Basura Fernando; Mark Johnson; Stephen Gould
Guided Open Vocabulary Image Captioning with Constrained Beam Search

D17-1100 [bib]: Rowan Zellers; Yejin Choi
Zero-Shot Activity Recognition with Verb Attribute Induction

D17-1101 [bib]: Sina Zarrieß; David Schlangen
Deriving continous grounded meaning representations from referentially structured multimodal contexts

D17-1102 [bib] [attachment]: Licheng Yu; Mohit Bansal; Tamara Berg
Hierarchically-Attentive RNN for Album Summarization and Storytelling

D17-1103 [bib] [attachment]: Cheng-Yang Fu; Joon Lee; Mohit Bansal; Alexander Berg
Video Highlight Prediction Using Audience Chat Reactions

D17-1104 [bib] [attachment]: Ramakanth Pasunuru; Mohit Bansal
Reinforced Video Captioning with Entailment Rewards

D17-1105 [bib] [attachment]: Jesse Mu; Joshua K. Hartshorne; Timothy O'Donnell
Evaluating Hierarchies of Verb Argument Structure with Hierarchical Clustering

D17-1106 [bib]: Iacer Calixto; Qun Liu
Incorporating Global Visual Features into Attention-based Neural Machine Translation.

D17-1107 [bib] [attachment]: Dipendra Misra; John Langford; Yoav Artzi
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning

D17-1108 [bib]: Kathleen C. Fraser; Kristina Lundholm Fors; Dimitrios Kokkinakis; Arto Nordlund
An analysis of eye-movements during reading for the detection of mild cognitive impairment

D17-1109 [bib]: Qiang Ning; Zhili Feng; Dan Roth
A Structured Learning Approach to Temporal Relation Extraction

D17-1110 [bib]: Arun Chaganty; Ashwin Paranjape; Percy Liang; Christopher D. Manning
Importance sampling for unbiased on-demand evaluation of knowledge base population

D17-1111 [bib]: Kai Hui; Andrew Yates; Klaus Berberich; Gerard de Melo
PACRR: A Position-Aware Neural IR Model for Relevance Matching

D17-1112 [bib]: Jonathan Raiman; John Miller
Globally Normalized Reader

D17-1113 [bib] [attachment]: Micha Elsner; Cory Shain
Speech segmentation with a neural encoder model of working memory

D17-1114 [bib]: Luana Bulat; Stephen Clark; Ekaterina Shutova
Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain

D17-1115 [bib]: Haoran Li; Junnan Zhu; Cong Ma; Jiajun Zhang; Chengqing Zong
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video

D17-1116 [bib]: Amir Zadeh; Minghai Chen; Soujanya Poria; Erik Cambria; Louis-Philippe Morency
Tensor Fusion Network for Multimodal Sentiment Analysis

D17-1117 [bib] [attachment]: Kenneth Joseph; Lisa Friedland; William Hobbs; David Lazer; Oren Tsur
ConStance: Modeling Annotation Contexts to Improve Stance Classification

D17-1118 [bib]: John Pavlopoulos; Prodromos Malakasiotis; Ion Androutsopoulos
Deeper Attention to Abusive User Content Moderation

D17-1119 [bib]: Haim Dubossarsky; Daphna Weinshall; Eitan Grossman
Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models

D17-1120 [bib]: Veronica Lynn; Youngseo Son; Vivek Kulkarni; Niranjan Balasubramanian; H. Andrew Schwartz
Human Centered NLP with User-Factor Adaptation

D17-1121 [bib]: Alessandro Raganato; Claudio Delli Bovi; Roberto Navigli
Neural Sequence Learning Models for Word Sense Disambiguation

D17-1122 [bib] [attachment]: Guy D. Rosin; Eytan Adar; Kira Radinsky
Learning Word Relatedness over Time

D17-1123 [bib]: Gehui Shen; Yunlun Yang; Zhi-Hong Deng
Inter-Weighted Alignment Network for Sentence Pair Modeling

D17-1124 [bib]: Chengyu Wang; Xiaofeng He; Aoying Zhou
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances

D17-1125 [bib]: Pengfei Liu; Kaiyu Qian; Xipeng Qiu; Xuanjing Huang
Idiom-Aware Compositional Distributed Semantics

D17-1126 [bib] [attachment]: Yuchen Zhang; Panupong Pasupat; Percy Liang
Macro Grammars and Holistic Triggering for Efficient Semantic Parsing

D17-1127 [bib]: Wuwei Lan; Siyu Qiu; Hua He; Wei Xu
A Continuously Growing Dataset of Sentential Paraphrases

D17-1128 [bib]: Yu Su; Xifeng Yan
Cross-domain Semantic Parsing via Paraphrasing

D17-1129 [bib]: Bishan Yang; Tom Mitchell
A Joint Sequential and Relational Model for Frame-Semantic Parsing

D17-1130 [bib]: Chuan Wang; Nianwen Xue
Getting the Most out of AMR Parsing

D17-1131 [bib]: Miguel Ballesteros; Yaser Al-Onaizan
AMR Parsing using Stack-LSTMs

D17-1132 [bib]: Jie Zhao; Yu Su; Ziyu Guan; Huan Sun
An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective

D17-1133 [bib]: Andrew Cattle; Xiaojuan Ma
Predicting Word Association Strengths

D17-1134 [bib]: Yang Liu; Mirella Lapata
Learning Contextually Informed Representations for Linear-Time Discourse Parsing

D17-1135 [bib]: Man Lan; Jianxiang Wang; Yuanbin Wu; Zheng-Yu Niu; Haifeng Wang
Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification

D17-1136 [bib]: Qingyu Yin; Yu Zhang; Weinan Zhang; Ting Liu
Chinese Zero Pronoun Resolution with Deep Memory Network

D17-1137 [bib]: Mathieu Morey; Philippe Muller; Nicholas Asher
How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DT

D17-1138 [bib]: Sharid Loáiciga; Liane Guillou; Christian Hardmeier
What is it? Disambiguating the different readings of the pronoun ‘it’

D17-1139 [bib]: Benjamin Heinzerling; Nafise Sadat Moosavi; Michael Strube
Revisiting Selectional Preferences for Coreference Resolution

D17-1140 [bib]: Liang Wang; Sujian Li; Yajuan Lv; Houfeng WANG
Learning to Rank Semantic Coherence for Topic Segmentation

D17-1141 [bib] [attachment]: Eyal Shnarch; Ran Levy; Vikas Raykar; Noam Slonim
GRASP: Rich Patterns for Argumentation Mining

D17-1142 [bib]: Khalid Al Khatib; Henning Wachsmuth; Matthias Hagen; Benno Stein
Patterns of Argumentation Strategies across Topics

D17-1143 [bib] [attachment]: Haijing Liu; Yang Gao; Pin Lv; Mengxue Li; Shiqiang Geng; Minglan Li; Hao Wang
Using Argument-based Features to Predict and Analyse Review Helpfulness

D17-1144 [bib]: Peter Potash; Alexey Romanov; Anna Rumshisky
Here's My Point: Joint Pointer Architecture for Argument Mining

D17-1145 [bib]: Oana Cocarascu; Francesca Toni
Identifying attack and support argumentative relations using deep learning

D17-1146 [bib] [attachment]: Matthias Sperber; Graham Neubig; Jan Niehues; Alex Waibel
Neural Lattice-to-Sequence Models for Uncertain Inputs

D17-1147 [bib]: Yang Feng; Shiyue Zhang; Andi Zhang; Dong Wang; Andrew Abel
Memory-augmented Neural Machine Translation

D17-1148 [bib]: Marlies van der Wees; Arianna Bisazza; Christof Monz
Dynamic Data Selection for Neural Machine Translation

D17-1149 [bib]: Leonard Dahlmann; Evgeny Matusov; Pavel Petrushkov; Shahram Khadivi
Neural Machine Translation Leveraging Phrase-based Models in a Hybrid Search

D17-1150 [bib]: Xing Wang; Zhaopeng Tu; Deyi Xiong; Min Zhang
Translating Phrases in Neural Machine Translation

D17-1151 [bib]: Baosong Yang; Derek F. Wong; Tong Xiao; Lidia S. Chao; Jingbo Zhu
Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation

D17-1152 [bib]: Derry Tanti Wijaya; Brendan Callahan; John Hewitt; Jie Gao; Xiao Ling; Marianna Apidianaki; Chris Callison-Burch
Learning Translations via Matrix Completion

D17-1153 [bib] [attachment]: Khanh Nguyen; Hal Daumé III; Jordan Boyd-Graber
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback

D17-1154 [bib]: Xiaowei Zhang; Wei Chen; Feng Wang; Shuang Xu; Bo Xu
Towards Compact and Fast Neural Machine Translation Using a Combined Method

D17-1155 [bib]: Rui Wang; Masao Utiyama; Lemao Liu; Kehai Chen; Eiichiro Sumita
Instance Weighting for Neural Machine Translation Domain Adaptation

D17-1156 [bib]: Antonio Valerio Miceli Barone; Barry Haddow; Ulrich Germann; Rico Sennrich
Regularization techniques for fine-tuning in neural machine translation

D17-1157 [bib]: Yin-Wen Chang; Michael Collins
Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms

D17-1158 [bib]: Tobias Domhan; Felix Hieber
Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning

D17-1159 [bib] [attachment]: Diego Marcheggiani; Ivan Titov
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling

D17-1160 [bib]: Jayant Krishnamurthy; Pradeep Dasigi; Matt Gardner
Neural Semantic Parsing with Type Constraints for Semi-Structured Tables

D17-1161 [bib]: Shashank Srivastava; Igor Labutov; Tom Mitchell
Joint Concept Learning and Semantic Parsing from Natural Language Explanations

D17-1162 [bib]: Marek Rei; Luana Bulat; Douwe Kiela; Ekaterina Shutova
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection

D17-1163 [bib]: Katherine Keith; Abram Handler; Michael Pinkham; Cara Magliozzi; Joshua McDuffie; Brendan O'Connor
Identifying civilians killed by police with distantly supervised entity-event extraction

D17-1164 [bib]: Justine Zhang; Arthur Spirling; Cristian Danescu-Niculescu-Mizil
Asking too much? The rhetorical role of questions in political discourse

D17-1165 [bib]: David Vilares; Yulan He
Detecting Perspectives in Political Debates

D17-1166 [bib]: Sandesh Swamy; Alan Ritter; Marie-Catherine de Marneffe
"i have a feeling trump will win..................": Forecasting Winners and Losers from User Predictions on Twitter

D17-1167 [bib]: Lin Gui; Jiannan Hu; Yulan He; Ruifeng Xu; Lu Qin; Jiachen Du
A Question Answering Approach for Emotion Cause Extraction

D17-1168 [bib]: Snigdha Chaturvedi; Haoruo Peng; Dan Roth
Story Comprehension for Predicting What Happens Next

D17-1169 [bib] [attachment]: Bjarke Felbo; Alan Mislove; Anders Søgaard; Iyad Rahwan; Sune Lehmann
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm

D17-1170 [bib]: Zhongqing Wang; Yue Zhang
Opinion Recommendation Using A Neural Model

D17-1171 [bib]: Jiong Cai; Yong Jiang; Kewei Tu
CRF Autoencoder for Unsupervised Dependency Parsing

D17-1172 [bib]: Caio Corro; Joseph Le Roux; Mathieu Lacroix
Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence

D17-1173 [bib]: Xiaoqing Zheng
Incremental Graph-based Neural Dependency Parsing

D17-1174 [bib]: Miloš Stanojević; Raquel Garrido Alhama
Neural Discontinuous Constituency Parsing

D17-1175 [bib]: Zhirui Zhang; Shujie Liu; Mu Li; Ming Zhou; Enhong Chen
Stack-based Multi-layer Attention for Transition-based Dependency Parsing

D17-1176 [bib] [attachment]: Wenjuan Han; Yong Jiang; Kewei Tu
Dependency Grammar Induction with Neural Lexicalization and Big Training Data

D17-1177 [bib]: Yong Jiang; Wenjuan Han; Kewei Tu
Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition

D17-1178 [bib]: Mitchell Stern; Daniel Fried; Dan Klein
Effective Inference for Generative Neural Parsing

D17-1179 [bib]: Xiao Zhang; Yong Jiang; Hao Peng; Kewei Tu; Dan Goldwasser
Semi-supervised Structured Prediction with Neural CRF Autoencoder

D17-1180 [bib]: Jungo Kasai; Robert Frank; Tom McCoy; Owen Rambow; Alexis Nasr
TAG Parsing with Neural Networks and Vector Representations of Supertags

D17-1181 [bib]: Heike Adel; Hinrich Schütze
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification

D17-1182 [bib]: Meishan Zhang; Yue Zhang; Guohong Fu
End-to-End Neural Relation Extraction with Global Optimization

D17-1183 [bib] [attachment]: Prakhar Ojha; Partha Talukdar
KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs

D17-1184 [bib]: Jay Pujara; Eriq Augustine; Lise Getoor
Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short

D17-1185 [bib] [attachment]: Goran Glavaš; Simone Paolo Ponzetto
Dual Tensor Model for Detecting Asymmetric Lexico-Semantic Relations

D17-1186 [bib]: Wenyuan Zeng; Yankai Lin; Zhiyuan Liu; Maosong Sun
Incorporating Relation Paths in Neural Relation Extraction

D17-1187 [bib]: Yi Wu; David Bamman; Stuart Russell
Adversarial Training for Relation Extraction

D17-1188 [bib]: Daniil Sorokin; Iryna Gurevych
Context-Aware Representations for Knowledge Base Relation Extraction

D17-1189 [bib]: Tianyu Liu; Kexiang Wang; Baobao Chang; Zhifang Sui
A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction

D17-1190 [bib]: Prafulla Kumar Choubey; Ruihong Huang
A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events

D17-1191 [bib]: YiYao Huang; William Yang Wang
Deep Residual Learning for Weakly-Supervised Relation Extraction

D17-1192 [bib]: Qing Zhang; Houfeng Wang
Noise-Clustered Distant Supervision for Relation Extraction: A Nonparametric Bayesian Perspective

D17-1193 [bib]: Kata Gábor; Haifa Zargayouna; Isabelle Tellier; Davide Buscaldi; Thierry Charnois
Exploring Vector Spaces for Semantic Relations

D17-1194 [bib]: Andrey Kutuzov; Erik Velldal; Lilja Øvrelid
Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants

D17-1195 [bib]: Yangfeng Ji; Chenhao Tan; Sebastian Martschat; Yejin Choi; Noah A. Smith
Dynamic Entity Representations in Neural Language Models

D17-1196 [bib] [attachment]: Ivano Basile; Fabio Tamburini
Towards Quantum Language Models

D17-1197 [bib] [attachment]: Zichao Yang; Phil Blunsom; Chris Dyer; Wang Ling
Reference-Aware Language Models

D17-1198 [bib]: Oren Melamud; Ido Dagan; Jacob Goldberger
A Simple Language Model based on PMI Matrix Approximations

D17-1199 [bib]: Zhenisbek Assylbekov; Rustem Takhanov; Bagdat Myrzakhmetov; Jonathan N. Washington
Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones

D17-1200 [bib] [attachment]: Lea Frermann; György Szarvas
Inducing Semantic Micro-Clusters from Deep Multi-View Representations of Novels

D17-1201 [bib] [attachment]: Shen Li; Zhe Zhao; Tao Liu; Renfen Hu; Xiaoyong Du
Initializing Convolutional Filters with Semantic Features for Text Classification

D17-1202 [bib]: Giannis Nikolentzos; Polykarpos Meladianos; Francois Rousseau; Yannis Stavrakas; Michalis Vazirgiannis
Shortest-Path Graph Kernels for Document Similarity

D17-1203 [bib]: Weiwei Yang; Jordan Boyd-Graber; Philip Resnik
Adapting Topic Models using Lexical Associations with Tree Priors

D17-1204 [bib]: Natalie Parde; Rodney Nielsen
Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data

D17-1205 [bib]: Chenguang Wang; Alan Akbik; laura chiticariu; Yunyao Li; Fei Xia; Anbang Xu
CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles

D17-1206 [bib]: Meng Zhang; Yang Liu; Huanbo Luan; Maosong Sun
Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction

D17-1207 [bib]: Felix Stahlberg; Bill Byrne
Unfolding and Shrinking Neural Machine Translation Ensembles

D17-1208 [bib]: Joost Bastings; Ivan Titov; Wilker Aziz; Diego Marcheggiani; Khalil Simaan
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation

D17-1209 [bib]: Jiatao Gu; Kyunghyun Cho; Victor O.K. Li
Trainable Greedy Decoding for Neural Machine Translation

D17-1210 [bib]: Fan Yang; Arjun Mukherjee; Eduard Dragut
Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features

D17-1211 [bib]: Besnik Fetahu; Katja Markert; Avishek Anand
Fine Grained Citation Span for References in Wikipedia

D17-1212 [bib]: Diyi Yang; Aaron Halfaker; Robert Kraut; Eduard Hovy
Identifying Semantic Edit Intentions from Revisions in Wikipedia

D17-1213 [bib]: Daniel Hewlett; Llion Jones; Alexandre Lacoste; izzeddin gur
Accurate Supervised and Semi-Supervised Machine Reading for Long Documents

D17-1214 [bib]: Robin Jia; Percy Liang
Adversarial Examples for Evaluating Reading Comprehension Systems

D17-1215 [bib]: Hongyu Lin; Le Sun; Xianpei Han
Reasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension

D17-1216 [bib] [attachment]: Yichun Yin; Yangqiu Song; Ming Zhang
Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension

D17-1217 [bib] [attachment]: Johannes Daxenberger; Steffen Eger; Ivan Habernal; Christian Stab; Iryna Gurevych
What is the Essence of a Claim? Cross-Domain Claim Identification

D17-1218 [bib] [attachment]: Xinya Du; Claire Cardie
Identifying Where to Focus in Reading Comprehension for Neural Question Generation

D17-1219 [bib]: Lucas Sterckx; Jason Naradowsky; Bill Byrne; Thomas Demeester; Chris Develder
Break it Down for Me: A Study in Automated Lyric Annotation

D17-1220 [bib]: Piji Li; Wai Lam; Lidong Bing; Weiwei Guo; Hang Li
Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization

D17-1221 [bib]: Piji Li; Wai Lam; Lidong Bing; Zihao Wang
Deep Recurrent Generative Decoder for Abstractive Text Summarization

D17-1222 [bib]: Masaru Isonuma; Toru Fujino; Junichiro Mori; Yutaka Matsuo; Ichiro Sakata
Extractive Summarization Using Multi-Task Learning with Document Classification

D17-1223 [bib]: Jianmin Zhang; Xiaojun Wan
Towards Automatic Construction of News Overview Articles by News Synthesis

D17-1224 [bib]: Kai Zhao; Liang Huang
Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank

D17-1225 [bib]: Prafulla Kumar Choubey; Ruihong Huang
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events

D17-1226 [bib]: Liang Huang; Kai Zhao; Mingbo Ma
When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size)

D17-1227 [bib] [attachment]: Di Wang; Nebojsa Jojic; Chris Brockett; Eric Nyberg
Steering Output Style and Topic in Neural Response Generation

D17-1228 [bib]: Quan Hung Tran; Ingrid Zukerman; Gholamreza Haffari
Preserving Distributional Information in Dialogue Act Classification

D17-1229 [bib]: Jiwei Li; Will Monroe; Tianlin Shi; Sėbastien Jean; Alan Ritter; Dan Jurafsky
Adversarial Learning for Neural Dialogue Generation

D17-1230 [bib]: Yang Liu; Kun Han; Zhao Tan; Yun Lei
Using Context Information for Dialog Act Classification in DNN Framework

D17-1231 [bib]: Yohan Jo; Michael Yoder; Hyeju Jang; Carolyn Rose
Modeling Dialogue Acts with Content Word Filtering and Speaker Preferences

D17-1232 [bib]: Lili Yao; Yaoyuan Zhang; Yansong Feng; Dongyan Zhao; Rui Yan
Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems

D17-1233 [bib] [attachment]: Cheng Chang; Runzhe Yang; Lu Chen; Xiang Zhou; Kai Yu
Affordable On-line Dialogue Policy Learning

D17-1234 [bib] [attachment]: Yuanlong Shao; Stephan Gouws; Denny Britz; Anna Goldie; Brian Strope; Ray Kurzweil
Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models

D17-1235 [bib]: Arash Eshghi; Igor Shalyminov; Oliver Lemon
Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars

D17-1236 [bib] [attachment]: Baolin Peng; Xiujun Li; Lihong Li; Jianfeng Gao; Asli Celikyilmaz; Sungjin Lee; Kam-Fai Wong
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning

D17-1237 [bib] [attachment]: Jekaterina Novikova; Ondřej Dušek; Amanda Cercas Curry; Verena Rieser
Why We Need New Evaluation Metrics for NLG

D17-1238 [bib] [attachment]: Sam Wiseman; Stuart Shieber; Alexander Rush
Challenges in Data-to-Document Generation

D17-1239 [bib] [attachment]: Jasabanta Patro; Bidisha Samanta; Saurabh Singh; Abhipsa Basu; Prithwish Mukherjee; Monojit Choudhury; Animesh Mukherjee
All that is English may be Hindi: Enhancing language identification through automatic ranking of the likeliness of word borrowing in social media

D17-1240 [bib]: Tao Ding; Warren K. Bickel; Shimei Pan
Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction

D17-1241 [bib]: Aparna Garimella; Carmen Banea; Rada Mihalcea
Demographic-aware word associations

D17-1242 [bib]: Hao Cheng; Hao Fang; Mari Ostendorf
A Factored Neural Network Model for Characterizing Online Discussions in Vector Space

D17-1243 [bib]: Farzana Rashid; Eduardo Blanco
Dimensions of Interpersonal Relationships: Corpus and Experiments

D17-1244 [bib]: Mihai Dusmanu; Elena Cabrio; Serena Villata
Argument Mining on Twitter: Arguments, Facts and Sources

D17-1245 [bib]: Tatsuya Aoki; Ryohei Sasano; Hiroya Takamura; Manabu Okumura
Distinguishing Japanese Non-standard Usages from Standard Ones

D17-1246 [bib] [attachment]: Maarten Sap; Marcella Cindy Prasettio; Ari Holtzman; Hannah Rashkin; Yejin Choi
Connotation Frames of Power and Agency in Modern Films

D17-1247 [bib]: Daniel Preoţiuc-Pietro; Sharath Chandra Guntuku; Lyle Ungar
Controlling Human Perception of Basic User Traits

D17-1248 [bib]: Clément Gautrais; Peggy Cellier; René Quiniou; Alexandre Termier
Topic Signatures in Political Campaign Speeches

D17-1249 [bib]: H. Andrew Schwartz; Masoud Rouhizadeh; Michael Bishop; Philip Tetlock; Barbara Mellers; Lyle Ungar
Assessing Objective Recommendation Quality through Political Forecasting

D17-1250 [bib]: Masumi Shirakawa; Takahiro Hara; Takuya Maekawa
Never Abandon Minorities: Exhaustive Extraction of Bursty Phrases on Microblogs Using Set Cover Problem

D17-1251 [bib]: Haoruo Peng; Ming-Wei Chang; Wen-tau Yih
Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision

D17-1252 [bib]: Henning Wachsmuth; Giovanni Da San Martino; Dora Kiesel; Benno Stein
The Impact of Modeling Overall Argumentation with Tree Kernels

D17-1253 [bib]: Zhe Gan; Yunchen Pu; Ricardo Henao; Chunyuan Li; Xiaodong He; Lawrence Carin
Learning Generic Sentence Representations Using Convolutional Neural Networks

D17-1254 [bib]: Hadi Amiri; Timothy Miller; Guergana Savova
Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks

D17-1255 [bib]: Tao Gui; Qi Zhang; Haoran Huang; Minlong Peng; Xuanjing Huang
Part-of-Speech Tagging for Twitter with Adversarial Neural Networks

D17-1256 [bib]: Bofang Li; Tao Liu; Zhe Zhao; Buzhou Tang; Aleksandr Drozd; Anna Rogers; Xiaoyong Du
Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings

D17-1257 [bib]: Chloé Braud; Ophélie Lacroix; Anders Søgaard
Does syntax help discourse segmentation? Not so much

D17-1258 [bib]: Mike Lewis; Denis Yarats; Yann Dauphin; Devi Parikh; Dhruv Batra
Deal or No Deal? End-to-End Learning of Negotiation Dialogues

D17-1259 [bib] [attachment]: Lu Chen; Xiang Zhou; Cheng Chang; Runzhe Yang; Kai Yu
Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning

D17-1260 [bib]: Peter Potash; Anna Rumshisky
Towards Debate Automation: a Recurrent Model for Predicting Debate Winners

D17-1261 [bib]: Qingsong Ma; Yvette Graham; Timothy Baldwin; Qun Liu
Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation

D17-1262 [bib] [attachment]: Pierre Isabelle; Colin Cherry; George Foster
A Challenge Set Approach to Evaluating Machine Translation

D17-1263 [bib]: Ndapandula Nakashole; Raphael Flauger
Knowledge Distillation for Bilingual Dictionary Induction

D17-1264 [bib]: Rachel Bawden
Machine Translation, it's a question of style, innit? The case of English tag questions

D17-1265 [bib]: Nima Pourdamghani; Kevin Knight
Deciphering Related Languages

D17-1266 [bib]: Adam St Arnaud; David Beck; Grzegorz Kondrak
Identifying Cognate Sets Across Dictionaries of Related Languages

D17-1267 [bib]: Chaitanya Malaviya; Graham Neubig; Patrick Littell
Learning Language Representations for Typology Prediction

D17-1268 [bib]: Stephen Mayhew; Chen-Tse Tsai; Dan Roth
Cheap Translation for Cross-Lingual Named Entity Recognition

D17-1269 [bib] [attachment]: Ivan Vulić; Nikola Mrkšić; Anna Korhonen
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation

D17-1270 [bib]: Annemarie Friedrich; Damyana Gateva
Classification of telicity using cross-linguistic annotation projection

D17-1271 [bib]: Carolin Lawrence; Artem Sokolov; Stefan Riezler
Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation

D17-1272 [bib]: Chengyu Wang; Yan Fan; Xiaofeng He; Aoying Zhou
Learning Fine-grained Relations from Chinese User Generated Categories

D17-1273 [bib]: Lifu Huang; Avirup Sil; Heng Ji; Radu Florian
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures

D17-1274 [bib] [attachment]: Greg Durrett; Jonathan K. Kummerfeld; Taylor Berg-Kirkpatrick; Rebecca Portnoff; Sadia Afroz; Damon McCoy; Kirill Levchenko; Vern Paxson
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation

D17-1275 [bib] [attachment]: Aldrian Obaja Muis; Wei Lu
Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators

D17-1276 [bib] [attachment]: Octavian-Eugen Ganea; Thomas Hofmann
Deep Joint Entity Disambiguation with Local Neural Attention

D17-1277 [bib]: Kiril Gashteovski; Rainer Gemulla; Luciano Del Corro
MinIE: Minimizing Facts in Open Information Extraction

D17-1278 [bib]: Yi Luan; Mari Ostendorf; Hannaneh Hajishirzi
Scientific Information Extraction with Semi-supervised Neural Tagging

D17-1279 [bib]: Siliang Tang; Ning Zhang; Jinjiang Zhang; Fei Wu; Yueting Zhuang
NITE: A Neural Inductive Teaching Framework for Domain Specific NER

D17-1280 [bib] [attachment]: Aditya Sharma; Zarana Parekh; Partha Talukdar
Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods

D17-1281 [bib] [attachment]: Peng-Hsuan Li; Ruo-Ping Dong; Yu-Siang Wang; Ju-Chieh Chou; Wei-Yun Ma
Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks

D17-1282 [bib]: Emma Strubell; Patrick Verga; David Belanger; Andrew McCallum
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions

D17-1283 [bib]: Nitish Gupta; Sameer Singh; Dan Roth
Entity Linking via Joint Encoding of Types, Descriptions, and Context

D17-1284 [bib]: Hua He; Kris Ganjam; Navendu Jain; Jessica Lundin; Ryen White; Jimmy Lin
An Insight Extraction System on BioMedical Literature with Deep Neural Networks

D17-1285 [bib]: Vivi Nastase; Carlo Strapparava
Word Etymology as Native Language Interference

D17-1286 [bib]: Joshua Eisenberg; Mark Finlayson
A Simpler and More Generalizable Story Detector using Verb and Character Features

D17-1287 [bib]: Sarah Schulz; Jonas Kuhn
Multi-modular domain-tailored OCR post-correction

D17-1288 [bib]: Bingfeng Luo; Yansong Feng; Jianbo Xu; Xiang Zhang; Dongyan Zhao
Learning to Predict Charges for Criminal Cases with Legal Basis

D17-1289 [bib]: Alexandra Schofield; Laure Thompson; David Mimno
Quantifying the Effects of Text Duplication on Semantic Models

D17-1290 [bib]: Honglei Zhuang; Chi Wang; Fangbo Tao; Lance Kaplan; Jiawei Han
Identifying Semantically Deviating Outlier Documents

D17-1291 [bib]: Dongyeop Kang; Varun Gangal; Ang Lu; Zheng Chen; Eduard Hovy
Detecting and Explaining Causes From Text For a Time Series Event

D17-1292 [bib]: Zhuoxuan Jiang; Shanshan Feng; Gao Cong; Chunyan Miao; Xiaoming Li
A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC

D17-1293 [bib] [attachment]: Kanthashree Mysore Sathyendra; Shomir Wilson; Florian Schaub; Sebastian Zimmeck; Norman Sadeh
Identifying the Provision of Choices in Privacy Policy Text

D17-1294 [bib]: Tanya Goyal; Sachin Kelkar; Manas Agarwal; Jeenu Grover
An Empirical Analysis of Edit Importance between Document Versions

D17-1295 [bib]: Shaolei Wang; Wanxiang Che; Yue Zhang; Meishan Zhang; Ting Liu
Transition-Based Disfluency Detection using LSTMs

D17-1296 [bib]: Helen Yannakoudakis; Marek Rei; Øistein E. Andersen; Zheng Yuan
Neural Sequence-Labelling Models for Grammatical Error Correction

D17-1297 [bib] [attachment]: Allen Schmaltz; Yoon Kim; Alexander Rush; Stuart Shieber
Adapting Sequence Models for Sentence Correction

D17-1298 [bib]: Xing Niu; Marianna Martindale; Marine Carpuat
A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output

D17-1299 [bib] [attachment]: Jacob Devlin
Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU

D17-1300 [bib]: Longyue Wang; Zhaopeng Tu; Andy Way; Qun Liu
Exploiting Cross-Sentence Context for Neural Machine Translation

D17-1301 [bib]: Joo-Kyung Kim; Young-Bum Kim; Ruhi Sarikaya; Eric Fosler-Lussier
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources

D17-1302 [bib]: Spandana Gella; Rico Sennrich; Frank Keller; Mirella Lapata
Image Pivoting for Learning Multilingual Multimodal Representations

D17-1303 [bib]: Kehai Chen; Rui Wang; Masao Utiyama; Lemao Liu; Akihiro Tamura; Eiichiro Sumita; Tiejun Zhao
Neural Machine Translation with Source Dependency Representation

D17-1304 [bib]: Dan Han; Pascual Martínez-Gómez; Koji Mineshima
Visual Denotations for Recognizing Textual Entailment

D17-1305 [bib]: Nitika Mathur; Timothy Baldwin; Trevor Cohn
Sequence Effects in Crowdsourced Annotations

D17-1306 [bib]: Ferhan Ture; Oliver Jojic
No Need to Pay Attention: Simple Recurrent Neural Networks Work!

D17-1307 [bib]: David Mimno; Laure Thompson
The strange geometry of skip-gram with negative sampling

D17-1308 [bib] [attachment]: Jan A. Botha; Emily Pitler; Ji Ma; Anton Bakalov; Alex Salcianu; David Weiss; Ryan McDonald; Slav Petrov
Natural Language Processing with Small Feed-Forward Networks

D17-1309 [bib]: Xin Li; Wai Lam
Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction

D17-1310 [bib]: Jacob Andreas; Dan Klein
Analogs of Linguistic Structure in Deep Representations

D17-1311 [bib]: Wei Yang; Wei Lu; Vincent Zheng
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings

D17-1312 [bib]: Enrique Noriega-Atala; Marco A. Valenzuela-Escárcega; Clayton Morrison; Mihai Surdeanu
Learning what to read: Focused machine reading

D17-1313 [bib]: Lei Shu; Hu Xu; Bing Liu
DOC: Deep Open Classification of Text Documents

D17-1314 [bib] [attachment]: Varun Gangal; Harsh Jhamtani; Graham Neubig; Eduard Hovy; Eric Nyberg
Charmanteau: Character Embedding Models For Portmanteau Creation

D17-1315 [bib]: E. Dario Gutierrez; Guillermo Cecchi; Cheryl Corcoran; Philip Corlett
Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia

D17-1316 [bib]: Hannah Rashkin; Eunsol Choi; Jin Yea Jang; Svitlana Volkova; Yejin Choi
Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking

D17-1317 [bib]: Stefano Menini; Federico Nanni; Simone Paolo Ponzetto; Sara Tonelli
Topic-Based Agreement and Disagreement in US Electoral Manifestos

D17-1318 [bib]: Hainan Xu; Philipp Koehn
Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora

D17-1319 [bib]: Jieyu Zhao; Tianlu Wang; Mark Yatskar; Vicente Ordonez; Kai-Wei Chang
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints

D17-1320 [bib] [attachment]: Satwik Kottur; José Moura; Stefan Lee; Dhruv Batra
Natural Language Does Not Emerge ‘Naturally’ in Multi-Agent Dialog

D17-1321 [bib]: Andrew Yates; Arman Cohan; Nazli Goharian
Depression and Self-Harm Risk Assessment in Online Forums

D17-1322 [bib]: Tobias Falke; Iryna Gurevych
Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

D17-2 [bib]: Entire volume

D17-2000: Front Matter

D17-2001 [bib]: Nathan Schneider; Chuck Wooters
The NLTK FrameNet API: Designing for Discoverability with a Rich Linguistic Resource

D17-2002 [bib]: Ivan Habernal; Raffael Hannemann; Christian Pollak; Christopher Klamm; Patrick Pauli; Iryna Gurevych
Argotario: Computational Argumentation Meets Serious Games

D17-2003 [bib]: Cecilia Ovesdotter Alm; Benjamin Meyers; Emily Prud'hommeaux
An Analysis and Visualization Tool for Case Study Learning of Linguistic Concepts

D17-2004 [bib]: Tobias Falke; Iryna Gurevych
GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques

D17-2005 [bib]: Felix Stahlberg; Eva Hasler; Danielle Saunders; Bill Byrne
SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies

D17-2006 [bib]: Kohsuke Yanai; Misa Sato; Toshihiko Yanase; Kenzo Kurotsuchi; Yuta Koreeda; Yoshiki Niwa
StruAP: A Tool for Bundling Linguistic Trees through Structure-based Abstract Pattern

D17-2007 [bib]: Ross Mechanic; Dean Fulgoni; Hannah Cutler; Sneha Rajana; Zheyuan Liu; Bradley Jackson; Anne Cocos; Chris Callison-Burch; Marianna Apidianaki
KnowYourNyms? A Game of Semantic Relationships

D17-2008 [bib]: Alan Akbik; Roland Vollgraf
The Projector: An Interactive Annotation Projection Visualization Tool

D17-2009 [bib]: Aaron Sarnat; Vidur Joshi; Cristian Petrescu-Prahova; Alvaro Herrasti; Brandon Stilson; Mark Hopkins
Interactive Visualization for Linguistic Structure

D17-2010 [bib]: H. Andrew Schwartz; Salvatore Giorgi; Maarten Sap; Patrick Crutchley; Lyle Ungar; Johannes Eichstaedt
DLATK: Differential Language Analysis ToolKit

D17-2011 [bib]: Abdalghani Abujabal; Rishiraj Saha Roy; Mohamed Yahya; Gerhard Weikum
QUINT: Interpretable Question Answering over Knowledge Bases

D17-2012 [bib]: Kyle Richardson; Jonas Kuhn
Function Assistant: A Tool for NL Querying of APIs

D17-2013 [bib]: Chieh-Yang Huang; Tristan Labetoulle; Ting-Hao Huang; Yi-Pei Chen; Hung-Chen Chen; Vallari Srivastava; Lun-Wei Ku
MoodSwipe: A Soft Keyboard that Suggests MessageBased on User-Specified Emotions

D17-2014 [bib]: Alexander Miller; Will Feng; Dhruv Batra; Antoine Bordes; Adam Fisch; Jiasen Lu; Devi Parikh; Jason Weston
ParlAI: A Dialog Research Software Platform

D17-2015 [bib]: Ludwig Richter; Johanna Geiß; Andreas Spitz; Michael Gertz
HeidelPlace: An Extensible Framework for Geoparsing

D17-2016 [bib]: Alexander Panchenko; Fide Marten; Eugen Ruppert; Stefano Faralli; Dmitry Ustalov; Simone Paolo Ponzetto; Chris Biemann
Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation

D17-2017 [bib]: Franck Dernoncourt; Ji Young Lee; Peter Szolovits
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks

D17-2018 [bib]: Simone Papandrea; Alessandro Raganato; Claudio Delli Bovi
SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation

D17-2019 [bib]: Ori Shapira; Hadar Ronen; Meni Adler; Yael Amsterdamer; Judit Bar-Ilan; Ido Dagan
Interactive Abstractive Summarization for Event News Tweets

D17-2020 [bib]: Lasha Abzianidze
LangPro: Natural Language Theorem Prover

D17-2021 [bib]: Jaesong Lee; Joong-Hwi Shin; Jun-Seok Kim
Interactive Visualization and Manipulation of Attention-based Neural Machine Translation