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EMNLP 2017 — accepted papers

EMNLP 2017 is the 2017 edition of the Conference on Empirical Methods in Natural Language Processing (EMNLP), held in Copenhagen, Denmark, September 2017 (publisher: Association for Computational Linguistics). The ACL Anthology lists 351 papers of it in 3 tracks; our library holds 55 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

 351papers in the proceedings 55works in our library 24,309citations of these works Copenhagen, Denmarkwhere it was held September 2017when

Tracks

Main323System Demonstrations21Tutorial Abstracts7

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  1. Tensor Fusion Network for Multimodal Sentiment AnalysisAmir Zadeh, Minghai Chen, Soujanya Poria et al.1,968 citations · our summary
  2. Adversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang1,356 citations · our summary
  3. RACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu et al.1,000 citations · our summary
  4. Recurrent Attention Network on Memory for Aspect Sentiment AnalysisPeng Chen, Zhongqian Sun, Lidong Bing et al.995 citations · our summary
  5. Encoding Sentences with Graph Convolutional Networks for Semantic Role LabelingDiego Marcheggiani, Ivan Titov874 citations · our summary
  6. Adversarial Learning for Neural Dialogue GenerationJiwei Li, Will Monroe, Tianlin Shi et al.873 citations · our summary
  7. Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-CheckingHannah Rashkin, Eunsol Choi, Jin Yea Jang et al.870 citations · our summary
  8. End-to-end Neural Coreference ResolutionKenton Lee, Luheng He, Mike Lewis et al.841 citations · our summary
  9. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level ConstraintsJieyu Zhao, Tianlu Wang, Mark Yatskar et al.815 citations · our summary
  10. DeepPath: A Reinforcement Learning Method for Knowledge Graph ReasoningWenhan Xiong, Thien Hoang, William Yang Wang812 citations

All accepted papers (351)

The most cited first; 55 with our summary link to their page here, the others to the original.

  1. Tensor Fusion Network for Multimodal Sentiment AnalysisAmir Zadeh, Minghai Chen, Soujanya Poria et al.1,968 citations · our summary
  2. Adversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang1,356 citations · our summary
  3. RACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu et al.1,000 citations · our summary
  4. Recurrent Attention Network on Memory for Aspect Sentiment AnalysisPeng Chen, Zhongqian Sun, Lidong Bing et al.995 citations · our summary
  5. Encoding Sentences with Graph Convolutional Networks for Semantic Role LabelingDiego Marcheggiani, Ivan Titov874 citations · our summary
  6. Adversarial Learning for Neural Dialogue GenerationJiwei Li, Will Monroe, Tianlin Shi et al.873 citations · our summary
  7. Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-CheckingHannah Rashkin, Eunsol Choi, Jin Yea Jang et al.870 citations · our summary
  8. End-to-end Neural Coreference ResolutionKenton Lee, Luheng He, Mike Lewis et al.841 citations · our summary
  9. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level ConstraintsJieyu Zhao, Tianlu Wang, Mark Yatskar et al.815 citations · our summary
  10. DeepPath: A Reinforcement Learning Method for Knowledge Graph ReasoningWenhan Xiong, Thien Hoang, William Yang Wang812 citations
  11. Position-aware Attention and Supervised Data Improve Slot FillingYuhao Zhang, Victor Zhong, Danqi Chen et al.798 citations
  12. Sparse Communication for Distributed Gradient DescentAlham Fikri Aji, Kenneth Heafield556 citations
  13. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP TasksKazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka et al.530 citations · our summary
  14. Challenges in Data-to-Document GenerationSam Wiseman, Stuart Shieber, Alexander Rush518 citations · our summary
  15. Massive Exploration of Neural Machine Translation ArchitecturesDenny Britz, Anna Goldie, Minh-Thang Luong et al.482 citations · our summary
  16. Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsEmma 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 TaggingNils Reimers, Iryna Gurevych455 citations · our summary
  18. Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmBjarke Felbo, Alan Mislove, Anders Søgaard et al.431 citations · our summary
  19. Why We Need New Evaluation Metrics for NLGJekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry et al.398 citations · our summary
  20. Deal or No Deal? End-to-End Learning of Negotiation DialoguesMike Lewis, Denis Yarats, Yann Dauphin et al.337 citations · our summary
  21. Sentence Simplification with Deep Reinforcement LearningXingxing Zhang, Mirella Lapata331 citations · our summary
  22. Deep Neural Solver for Math Word ProblemsYan Wang, Xiaojiang Liu, Shuming Shi329 citations
  23. Deep Joint Entity Disambiguation with Local Neural AttentionOctavian-Eugen Ganea, Thomas Hofmann327 citations
  24. DOC: Deep Open Classification of Text DocumentsLei Shu, Hu Xu, Bing Liu326 citations
  25. Depression and Self-Harm Risk Assessment in Online ForumsAndrew Yates, Arman Cohan, Nazli Goharian323 citations · our summary

See all 351 papers in EMNLP 2017 — accepted papers →

 Papers with our summary in our library (55)

The most cited first (OpenAlex citations plus our library's).

  1. Tensor Fusion Network for Multimodal Sentiment AnalysisAmir Zadeh, Minghai Chen, Soujanya Poria, et al.2017 · 2,113 citations
  2. Adversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang2017 · 1,942 citations
  3. RACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu, et al.2017 · 1,629 citations
  4. End-to-end Neural Coreference ResolutionKenton Lee, Luheng He, Mike Lewis, et al.2017 · 1,280 citations
  5. Recurrent Attention Network on Memory for Aspect Sentiment AnalysisPeng Chen, Zhongqian Sun, Lidong Bing, et al.2017 · 1,117 citations
  6. Encoding Sentences with Graph Convolutional Networks for Semantic Role LabelingDiego Marcheggiani, Ivan Titov2017 · 1,104 citations
  7. Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-CheckingHannah Rashkin, Eunsol Choi, Jin Yea Jang, et al.2017 · 1,074 citations
  8. Adversarial Learning for Neural Dialogue GenerationJiwei Li, Will Monroe, Tianlin Shi, et al.2017 · 1,058 citations
  9. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level ConstraintsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2017 · 1,032 citations
  10. Challenges in Data-to-Document GenerationSam Wiseman, Stuart M. Shieber, Alexander M. Rush2017 · 850 citations
  11. Supervised Learning of Universal Sentence Representations from Natural Language Inference DataAlexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 784 citations
  12. Why We Need New Evaluation Metrics for NLGJekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry, et al.2017 · 688 citations
  13. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingNils Reimers, Iryna Gurevych2017 · 650 citations
  14. Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmBjarke Felbo, Alan Mislove, Anders Søgaard, et al.2017 · 621 citations
  15. Massive Exploration of Neural Machine Translation ArchitecturesDenny Britz, Anna Goldie, Minh-Thang Luong, et al.2017 · 568 citations
  16. Sentence Simplification with Deep Reinforcement LearningXingxing Zhang, Mirella Lapata2017 · 568 citations
  17. Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsEmma Strubell, Patrick Verga, David Belanger, et al.2017 · 546 citations
  18. ParlAI: A Dialog Research Software PlatformAlexander Miller, Will Feng, Dhruv Batra, et al.2017 · 488 citations
  19. Deal or No Deal? End-to-End Learning of Negotiation DialoguesMike Lewis, Denis Yarats, Yann Dauphin, et al.2017 · 421 citations
  20. Depression and Self-Harm Risk Assessment in Online ForumsAndrew Yates, Arman Cohan, Nazli Goharian2017 · 402 citations
  21. Question Generation for Question AnsweringNan Duan, Duyu Tang, Peng Chen, et al.2017 · 370 citations
  22. Unsupervised Pretraining for Sequence to Sequence LearningPrajit Ramachandran, Peter Liu, Quoc Le2017 · 318 citations
  23. Entity Linking via Joint Encoding of Types, Descriptions, and ContextNitish Gupta, Sameer Singh, Dan Roth2017 · 298 citations
  24. Exploiting Cross-Sentence Context for Neural Machine TranslationLongyue Wang, Zhaopeng Tu, Andy Way, et al.2017 · 291 citations
  25. Learning to Paraphrase for Question AnsweringLi Dong, Jonathan Mallinson, Siva Reddy, et al.2017 · 285 citations

See all 55 works in EMNLP 2017 — accepted papers →

 Top topics

Topics of its works in our library, with the number of works on each.

Machine translation (8)English (8)Coreference resolution (6)Discourse analysis (5)Sentiment & emotion (5)Dialogue systems (5)Question answering (4)Named entity recognition (3)Semantic role labeling (3)Evaluation & benchmarks (3)Speech act theory (2)Language models & pretraining (2)Reasoning (2)Vision & language (2)Treebanks (1)

8 more topics

Text generation (1)Multilingual & cross-lingual NLP (1)Morphology (1)Semitic languages (1)Syntax & grammar formalisms (1)Semantic parsing & meaning representation (1)Bias, fairness & safety (1)Historical linguistics & language change (1)

 Fields

Computer Science (54)Arts and Humanities (49)Psychology (5)Social Sciences (3)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Mirella Lapata3 works here · 897 citations🧑‍🔬Mike Lewis2 works here · 1,701 citations🧑‍🔬Peng Chen2 works here · 1,487 citations🧑‍🔬Diego Marcheggiani2 works here · 1,296 citations🧑‍🔬Ivan Titov2 works here · 1,296 citations🧑‍🔬Antoine Bordes2 works here · 1,272 citations🧑‍🔬Yejin Choi2 works here · 1,215 citations🧑‍🔬Dan Jurafsky2 works here · 1,205 citations🧑‍🔬Jiwei Li2 works here · 1,205 citations🧑‍🔬Devi Parikh2 works here · 909 citations🧑‍🔬Dhruv Batra2 works here · 909 citations🧑‍🔬Quoc V. Le2 works here · 886 citations

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of EdinburghEdinburgh · United Kingdom7 works here🏢GoogleMountain View · United States6 works here🏢MetaMenlo Park · United States5 works here🎓University of WashingtonSeattle · United States4 works here🎓Carnegie Mellon UniversityPittsburgh · United States4 works here🎓Stanford UniversityStanford · United States4 works here🏢TencentShenzhen · China3 works here🎓University of AmsterdamAmsterdam · Netherlands3 works here🎓Harbin Institute of TechnologyHarbin · China2 works here🎓Heidelberg UniversityHeidelberg · Germany2 works here🎓University of CambridgeCambridge · United Kingdom2 works here🎓Technische Universität DarmstadtDarmstadt · Germany2 works here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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