---
title: "EMNLP 2017 — all accepted papers — the most cited first"
description: "All 351 papers of EMNLP 2017 · page 1 of 4, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/emnlp/2017/papers/"
---
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# EMNLP 2017: all accepted papers

351 papers · page 1 of 4 · the most cited first · [← EMNLP 2017](https://md.research.elamur.ai/free/en/venues/emnlp/2017/)

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1. **[Tensor Fusion Network for Multimodal Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/zadeh-2017-tensor-fusion-network-multimodal-sentiment/)**Amir Zadeh, Minghai Chen, Soujanya Poria et al.*1,968 citations · our summary*
2. **[Adversarial Examples for Evaluating Reading Comprehension Systems](https://md.research.elamur.ai/free/en/papers/jia-2017-adversarial-examples-evaluating-reading-comprehension/)**Robin Jia, Percy Liang*1,356 citations · our summary*
3. **[RACE: Large-scale ReAding Comprehension Dataset From Examinations](https://md.research.elamur.ai/free/en/papers/lai-2017-race-large-scale-reading-comprehension/)**Guokun Lai, Qizhe Xie, Hanxiao Liu et al.*1,000 citations · our summary*
4. **[Recurrent Attention Network on Memory for Aspect Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/chen-2017-recurrent-attention-network-memory-aspect/)**Peng Chen, Zhongqian Sun, Lidong Bing et al.*995 citations · our summary*
5. **[Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/marcheggiani-2017-encoding-sentences-graph-convolutional-networks/)**Diego Marcheggiani, Ivan Titov*874 citations · our summary*
6. **[Adversarial Learning for Neural Dialogue Generation](https://md.research.elamur.ai/free/en/papers/li-2017-adversarial-learning-neural-dialogue-generation/)**Jiwei Li, Will Monroe, Tianlin Shi et al.*873 citations · our summary*
7. **[Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking](https://md.research.elamur.ai/free/en/papers/rashkin-2017-truth-varying-shades-analyzing-language/)**Hannah Rashkin, Eunsol Choi, Jin Yea Jang et al.*870 citations · our summary*
8. **[End-to-end Neural Coreference Resolution](https://md.research.elamur.ai/free/en/papers/lee-2017-end-end-neural-coreference-resolution/)**Kenton Lee, Luheng He, Mike Lewis et al.*841 citations · our summary*
9. **[Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints](https://md.research.elamur.ai/free/en/papers/zhao-2017-men-also-like-shopping-reducing/)**Jieyu Zhao, Tianlu Wang, Mark Yatskar et al.*815 citations · our summary*
10. **[DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning ↗](https://aclanthology.org/D17-1060/)**Wenhan Xiong, Thien Hoang, William Yang Wang*812 citations*
11. **[Position-aware Attention and Supervised Data Improve Slot Filling ↗](https://aclanthology.org/D17-1004/)**Yuhao Zhang, Victor Zhong, Danqi Chen et al.*798 citations*
12. **[Sparse Communication for Distributed Gradient Descent ↗](https://aclanthology.org/D17-1045/)**Alham Fikri Aji, Kenneth Heafield*556 citations*
13. **[A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks](https://md.research.elamur.ai/free/en/papers/hashimoto-2016-joint-many-task-model-growing/)**Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka et al.*530 citations · our summary*
14. **[Challenges in Data-to-Document Generation](https://md.research.elamur.ai/free/en/papers/wiseman-2017-challenges-data-document-generation/)**Sam Wiseman, Stuart Shieber, Alexander Rush*518 citations · our summary*
15. **[Massive Exploration of Neural Machine Translation Architectures](https://md.research.elamur.ai/free/en/papers/britz-2017-massive-exploration-neural-machine-translation/)**Denny Britz, Anna Goldie, Minh-Thang Luong et al.*482 citations · our summary*
16. **[Fast and Accurate Entity Recognition with Iterated Dilated Convolutions](https://md.research.elamur.ai/free/en/papers/strubell-2017-fast-accurate-entity-recognition-iterated/)**Emma Strubell, Patrick Verga, David Belanger et al.*474 citations · our summary*
17. **[Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging](https://md.research.elamur.ai/free/en/papers/reimers-2017-reporting-score-distributions-makes-difference/)**Nils Reimers, Iryna Gurevych*455 citations · our summary*
18. **[Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm](https://md.research.elamur.ai/free/en/papers/felbo-2017-millions-emoji-occurrences-learn-any/)**Bjarke Felbo, Alan Mislove, Anders Søgaard et al.*431 citations · our summary*
19. **[Why We Need New Evaluation Metrics for NLG](https://md.research.elamur.ai/free/en/papers/novikova-2017-why-we-need-new-evaluation/)**Jekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry et al.*398 citations · our summary*
20. **[Deal or No Deal? End-to-End Learning of Negotiation Dialogues](https://md.research.elamur.ai/free/en/papers/lewis-2017-deal-or-no-deal-end/)**Mike Lewis, Denis Yarats, Yann Dauphin et al.*337 citations · our summary*
21. **[Sentence Simplification with Deep Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/zhang-2017-sentence-simplification-deep-reinforcement-learning/)**Xingxing Zhang, Mirella Lapata*331 citations · our summary*
22. **[Deep Neural Solver for Math Word Problems ↗](https://aclanthology.org/D17-1088/)**Yan Wang, Xiaojiang Liu, Shuming Shi*329 citations*
23. **[Deep Joint Entity Disambiguation with Local Neural Attention ↗](https://aclanthology.org/D17-1277/)**Octavian-Eugen Ganea, Thomas Hofmann*327 citations*
24. **[DOC: Deep Open Classification of Text Documents ↗](https://aclanthology.org/D17-1314/)**Lei Shu, Hu Xu, Bing Liu*326 citations*
25. **[Depression and Self-Harm Risk Assessment in Online Forums](https://md.research.elamur.ai/free/en/papers/yates-2017-depression-self-harm-risk-assessment/)**Andrew Yates, Arman Cohan, Nazli Goharian*323 citations · our summary*
26. **[ParlAI: A Dialog Research Software Platform](https://md.research.elamur.ai/free/en/papers/miller-2017-parlai-dialog-research-software-platform/)**Alexander Miller, Will Feng, Dhruv Batra et al. · System Demonstrations*315 citations · our summary*
27. **[Question Generation for Question Answering](https://md.research.elamur.ai/free/en/papers/duan-2017-question-generation-question-answering/)**Nan Duan, Duyu Tang, Peng Chen et al.*272 citations · our summary*
28. **[Learning how to Active Learn: A Deep Reinforcement Learning Approach ↗](https://aclanthology.org/D17-1063/)**Meng Fang, Yuan Li, Trevor Cohn*252 citations*
29. **[Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction ↗](https://aclanthology.org/D17-1310/)**Xin Li, Wai Lam*246 citations*
30. **[Unsupervised Pretraining for Sequence to Sequence Learning](https://md.research.elamur.ai/free/en/papers/ramachandran-2017-unsupervised-pretraining-sequence-sequence-learning/)**Prajit Ramachandran, Peter Liu, Quoc Le*240 citations · our summary*
31. **[Neural Semantic Parsing with Type Constraints for Semi-Structured Tables ↗](https://aclanthology.org/D17-1160/)**Jayant Krishnamurthy, Pradeep Dasigi, Matt Gardner*229 citations*
32. **[Entity Linking via Joint Encoding of Types, Descriptions, and Context](https://md.research.elamur.ai/free/en/papers/gupta-2017-entity-linking-joint-encoding-types/)**Nitish Gupta, Sameer Singh, Dan Roth*227 citations · our summary*
33. **[Adversarial Training for Relation Extraction ↗](https://aclanthology.org/D17-1187/)**Yi Wu, David Bamman, Stuart Russell*224 citations*
34. **[Learning to Predict Charges for Criminal Cases with Legal Basis ↗](https://aclanthology.org/D17-1289/)**Bingfeng Luo, Yansong Feng, Jianbo Xu et al.*223 citations*
35. **[Deep Recurrent Generative Decoder for Abstractive Text Summarization ↗](https://aclanthology.org/D17-1222/)**Piji Li, Wai Lam, Lidong Bing et al.*219 citations*
36. **[A Hybrid Convolutional Variational Autoencoder for Text Generation ↗](https://aclanthology.org/D17-1066/)**Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth*210 citations*
37. **[Neural Sequence Learning Models for Word Sense Disambiguation ↗](https://aclanthology.org/D17-1120/)**Alessandro Raganato, Claudio Delli Bovi, Roberto Navigli*197 citations*
38. **[Guided Open Vocabulary Image Captioning with Constrained Beam Search](https://md.research.elamur.ai/free/en/papers/anderson-2017-guided-open-vocabulary-image-captioning/)**Peter Anderson, Basura Fernando, Mark Johnson et al.*193 citations · our summary*
39. **[Learning to Paraphrase for Question Answering](https://md.research.elamur.ai/free/en/papers/dong-2017-learning-paraphrase-question-answering/)**Li Dong, Jonathan Mallinson, Siva Reddy et al.*191 citations · our summary*
40. **[Exploiting Cross-Sentence Context for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/wang-2017-exploiting-cross-sentence-context-neural/)**Longyue Wang, Zhaopeng Tu, Andy Way et al.*190 citations · our summary*
41. **[Refining Word Embeddings for Sentiment Analysis ↗](https://aclanthology.org/D17-1056/)**Liang-Chih Yu, Jin Wang, K. Robert Lai et al.*188 citations*
42. **[Mapping Instructions and Visual Observations to Actions with Reinforcement Learning ↗](https://aclanthology.org/D17-1106/)**Dipendra Misra, John Langford, Yoav Artzi*185 citations*
43. **[Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models](https://md.research.elamur.ai/free/en/papers/shao-2017-generating-high-quality-informative-conversation/)**Yuanlong Shao, Stephan Gouws, Denny Britz et al.*179 citations · our summary*
44. **[A Question Answering Approach for Emotion Cause Extraction ↗](https://aclanthology.org/D17-1167/)**Lin Gui, Jiannan Hu, Yulan He et al.*178 citations*
45. **[A causal framework for explaining the predictions of black-box sequence-to-sequence models ↗](https://aclanthology.org/D17-1042/)**David Alvarez-Melis, Tommi Jaakkola*178 citations*
46. **[End-to-End Neural Relation Extraction with Global Optimization ↗](https://aclanthology.org/D17-1182/)**Meishan Zhang, Yue Zhang, Guohong Fu*178 citations*
47. **[Mimicking Word Embeddings using Subword RNNs ↗](https://aclanthology.org/D17-1010/)**Yuval Pinter, Robert Guthrie, Jacob Eisenstein*175 citations*
48. **[Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning ↗](https://aclanthology.org/D17-1237/)**Baolin Peng, Xiujun Li, Lihong Li et al.*166 citations*
49. **[PACRR: A Position-Aware Neural IR Model for Relevance Matching ↗](https://aclanthology.org/D17-1110/)**Kai Hui, Andrew Yates, Klaus Berberich et al.*164 citations*
50. **[Natural Language Does Not Emerge `Naturally' in Multi-Agent Dialog ↗](https://aclanthology.org/D17-1321/)**Satwik Kottur, José Moura, Stefan Lee et al.*161 citations*
51. **[NeuroNER: an easy-to-use program for named-entity recognition based on neural networks ↗](https://aclanthology.org/D17-2017/)**Franck Dernoncourt, Ji Young Lee, Peter Szolovits · System Demonstrations*161 citations*
52. **[Supervised Learning of Universal Sentence Representations from Natural Language Inference Data](https://md.research.elamur.ai/free/en/papers/conneau-2017-supervised-learning-universal-sentence-representations/)**Alexis Conneau, Douwe Kiela, Holger Schwenk et al.*160 citations · our summary*
53. **[A Challenge Set Approach to Evaluating Machine Translation](https://md.research.elamur.ai/free/en/papers/isabelle-2017-challenge-set-approach-evaluating-machine/)**Pierre Isabelle, Colin Cherry, George Foster*158 citations · our summary*
54. **[A Continuously Growing Dataset of Sentential Paraphrases](https://md.research.elamur.ai/free/en/papers/lan-2017-continuously-growing-dataset-sentential-paraphrases/)**Wuwei Lan, Siyu Qiu, Hua He et al.*156 citations · our summary*
55. **[Incorporating Global Visual Features into Attention-based Neural Machine Translation. ↗](https://aclanthology.org/D17-1105/)**Iacer Calixto, Qun Liu*155 citations*
56. **[Learning to select data for transfer learning with Bayesian Optimization](https://md.research.elamur.ai/free/en/papers/ruder-2017-learning-select-data-transfer-learning/)**Sebastian Ruder, Barbara Plank*151 citations · our summary*
57. **[A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction ↗](https://aclanthology.org/D17-1189/)**Tianyu Liu, Kexiang Wang, Baobao Chang et al.*150 citations*
58. **[Magnets for Sarcasm: Making Sarcasm Detection Timely, Contextual and Very Personal](https://md.research.elamur.ai/free/en/papers/ghosh-2017-magnets-sarcasm-making-sarcasm-detection/)**Aniruddha Ghosh, Tony Veale*147 citations · our summary*
59. **[MinIE: Minimizing Facts in Open Information Extraction ↗](https://aclanthology.org/D17-1278/)**Kiril Gashteovski, Rainer Gemulla, Luciano del Corro*146 citations*
60. **[Cheap Translation for Cross-Lingual Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/mayhew-2017-cheap-translation-cross-lingual-named/)**Stephen Mayhew, Chen-Tse Tsai, Dan Roth*145 citations · our summary*
61. **[Context-Aware Representations for Knowledge Base Relation Extraction ↗](https://aclanthology.org/D17-1188/)**Daniil Sorokin, Iryna Gurevych*144 citations*
62. **[Deeper Attention to Abusive User Content Moderation ↗](https://aclanthology.org/D17-1117/)**John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos*139 citations*
63. **[Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models](https://md.research.elamur.ai/free/en/papers/dubossarsky-2017-outta-control-laws-semantic-change/)**Haim Dubossarsky, Daphna Weinshall, Eitan Grossman*134 citations · our summary*
64. **[Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction ↗](https://aclanthology.org/D17-1207/)**Meng Zhang, Yang Liu, Huanbo Luan et al.*130 citations*
65. **[Instance Weighting for Neural Machine Translation Domain Adaptation](https://md.research.elamur.ai/free/en/papers/wang-2017-instance-weighting-neural-machine-translation/)**Rui Wang, Masao Utiyama, Lemao Liu et al.*129 citations · our summary*
66. **[Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources ↗](https://aclanthology.org/D17-1302/)**Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya et al.*125 citations*
67. **[DLATK: Differential Language Analysis ToolKit ↗](https://aclanthology.org/D17-2010/)**H. Andrew Schwartz, Salvatore Giorgi, Maarten Sap et al. · System Demonstrations*123 citations*
68. **[Learning Language Representations for Typology Prediction](https://md.research.elamur.ai/free/en/papers/malaviya-2017-learning-language-representations-typology-prediction/)**Chaitanya Malaviya, Graham Neubig, Patrick Littell*120 citations · our summary*
69. **[Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short ↗](https://aclanthology.org/D17-1184/)**Jay Pujara, Eriq Augustine, Lise Getoor*120 citations*
70. **[Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components ↗](https://aclanthology.org/D17-1027/)**Jinxing Yu, Xun Jian, Hao Xin et al.*118 citations*
71. **[Reinforced Video Captioning with Entailment Rewards ↗](https://aclanthology.org/D17-1103/)**Ramakanth Pasunuru, Mohit Bansal*118 citations*
72. **[Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network ↗](https://aclanthology.org/D17-1054/)**Zi-Yi Dou*115 citations*
73. **[A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis ↗](https://aclanthology.org/D17-1057/)**Md Shad Akhtar, Abhishek Kumar, Deepanway Ghosal et al.*114 citations*
74. **[Deep Residual Learning for Weakly-Supervised Relation Extraction ↗](https://aclanthology.org/D17-1191/)**Yi Yao Huang, William Yang Wang*114 citations*
75. **[Neural Net Models of Open-domain Discourse Coherence](https://md.research.elamur.ai/free/en/papers/li-2017-neural-net-models-open-domain/)**Jiwei Li, Dan Jurafsky*112 citations · our summary*
76. **[Task-Oriented Query Reformulation with Reinforcement Learning ↗](https://aclanthology.org/D17-1061/)**Rodrigo Nogueira, Kyunghyun Cho*111 citations*
77. **[Inter-Weighted Alignment Network for Sentence Pair Modeling ↗](https://aclanthology.org/D17-1122/)**Gehui Shen, Yunlun Yang, Zhi-Hong Deng*110 citations*
78. **[Dict2vec : Learning Word Embeddings using Lexical Dictionaries ↗](https://aclanthology.org/D17-1024/)**Julien Tissier, Christophe Gravier, Amaury Habrard*107 citations*
79. **[Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback ↗](https://aclanthology.org/D17-1153/)**Khanh Nguyen, Hal Daumé III, Jordan Boyd-Graber*106 citations*
80. **[Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video ↗](https://aclanthology.org/D17-1114/)**Haoran Li, Junnan Zhu, Cong Ma et al.*104 citations*
81. **[Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification](https://md.research.elamur.ai/free/en/papers/lan-2017-multi-task-attention-based-neural/)**Man Lan, Jianxiang Wang, Yuanbin Wu et al.*103 citations · our summary*
82. **[A Structured Learning Approach to Temporal Relation Extraction ↗](https://aclanthology.org/D17-1108/)**Qiang Ning, Zhili Feng, Dan Roth*101 citations*
83. **[The strange geometry of skip-gram with negative sampling ↗](https://aclanthology.org/D17-1308/)**David Mimno, Laure Thompson*99 citations*
84. **[Using Context Information for Dialog Act Classification in DNN Framework](https://md.research.elamur.ai/free/en/papers/liu-2017-context-information-dialog-act-classification/)**Yang Liu, Kun Han, Zhao Tan et al.*98 citations · our summary*
85. **[Learning Generic Sentence Representations Using Convolutional Neural Networks ↗](https://aclanthology.org/D17-1254/)**Zhe Gan, Yunchen Pu, Ricardo Henao et al.*96 citations*
86. **[Identifying Where to Focus in Reading Comprehension for Neural Question Generation ↗](https://aclanthology.org/D17-1219/)**Xinya Du, Claire Cardie*95 citations*
87. **[Dynamic Entity Representations in Neural Language Models](https://md.research.elamur.ai/free/en/papers/ji-2017-dynamic-entity-representations-neural-language/)**Yangfeng Ji, Chenhao Tan, Sebastian Martschat et al.*94 citations · our summary*
88. **[Regularization techniques for fine-tuning in neural machine translation](https://md.research.elamur.ai/free/en/papers/barone-2017-regularization-techniques-fine-tuning-neural/)**Antonio Valerio Miceli Barone, Barry Haddow, Ulrich Germann et al.*94 citations · our summary*
89. **[Incorporating Relation Paths in Neural Relation Extraction ↗](https://aclanthology.org/D17-1186/)**Wenyuan Zeng, Yankai Lin, Zhiyuan Liu et al.*93 citations*
90. **[Part-of-Speech Tagging for Twitter with Adversarial Neural Networks ↗](https://aclanthology.org/D17-1256/)**Tao Gui, Qi Zhang, Haoran Huang et al.*92 citations*
91. **[Learning Chinese Word Representations From Glyphs Of Characters ↗](https://aclanthology.org/D17-1025/)**Tzu-Ray Su, Hung-Yi Lee*91 citations*
92. **[Learning Fine-Grained Expressions to Solve Math Word Problems ↗](https://aclanthology.org/D17-1084/)**Danqing Huang, Shuming Shi, Chin-Yew Lin et al.*91 citations*
93. **[Neural Response Generation via GAN with an Approximate Embedding Layer ↗](https://aclanthology.org/D17-1065/)**Zhen Xu, Bingquan Liu, Baoxun Wang et al.*89 citations*
94. **[Story Comprehension for Predicting What Happens Next ↗](https://aclanthology.org/D17-1168/)**Snigdha Chaturvedi, Haoruo Peng, Dan Roth*89 citations*
95. **[Integrating Order Information and Event Relation for Script Event Prediction ↗](https://aclanthology.org/D17-1006/)**Zhongqing Wang, Yue Zhang, Ching-Yun Chang*87 citations*
96. **[Hierarchical Embeddings for Hypernymy Detection and Directionality ↗](https://aclanthology.org/D17-1022/)**Kim Anh Nguyen, Maximilian Köper, Sabine Schulte im Walde et al.*86 citations*
97. **[Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension ↗](https://aclanthology.org/D17-1217/)**Yichun Yin, Yangqiu Song, Ming Zhang*84 citations*
98. **[What is the Essence of a Claim? Cross-Domain Claim Identification ↗](https://aclanthology.org/D17-1218/)**Johannes Daxenberger, Steffen Eger, Ivan Habernal et al.*84 citations*
99. **[Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification ↗](https://aclanthology.org/D17-1181/)**Heike Adel, Hinrich Schütze*83 citations*
100. **[A Cognition Based Attention Model for Sentiment Analysis ↗](https://aclanthology.org/D17-1048/)**Yunfei Long, Qin Lu, Rong Xiang et al.*81 citations*

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