Elamur Research⌕
☰
home / venues / EMNLP / 2019 / papers / page 4

EMNLP 2019: all accepted papers

741 papers · page 4 of 8 · the most cited first · ← EMNLP 2019

1 2 3 4 5 … 8

  1. Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference ↗Ahmadreza Mosallanezhad, Ghazaleh Beigi, Huan Liu42 citations
  2. How to Build User Simulators to Train RL-based Dialog Systems ↗Weiyan Shi, Kun Qian, Xuewei Wang et al.42 citations
  3. Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs ↗Bailin Wang, Ivan Titov, Mirella Lapata42 citations
  4. Machine Reading Comprehension Using Structural Knowledge Graph-aware Network ↗Delai Qiu, Yuanzhe Zhang, Xinwei Feng et al.42 citations
  5. Reading Like HER: Human Reading Inspired Extractive Summarization ↗Ling Luo, Xiang Ao, Yan Song et al.42 citations
  6. Supervising Unsupervised Open Information Extraction Models ↗Arpita Roy, Youngja Park, Taesung Lee et al.42 citations
  7. TalkDown: A Corpus for Condescension Detection in Context ↗Zijian Wang, Christopher Potts42 citations
  8. Weakly Supervised Multilingual Causality Extraction from Wikipedia ↗Chikara Hashimoto42 citations
  9. A Gated Self-attention Memory Network for Answer Selection ↗Tuan Lai, Quan Hung Tran, Trung Bui et al.41 citations
  10. Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities ↗Bailin Wang, Wei Lu41 citations
  11. Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization ↗Siyao Li, Deren Lei, Pengda Qin et al.41 citations
  12. IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation ↗Zhijing Jin, Di Jin, Jonas Mueller et al.41 citations
  13. Leveraging Dependency Forest for Neural Medical Relation Extraction ↗Linfeng Song, Yue Zhang, Daniel Gildea et al.41 citations
  14. Modeling Frames in Argumentation ↗Yamen Ajjour, Milad Alshomary, Henning Wachsmuth et al.41 citations
  15. Neural Naturalist: Generating Fine-Grained Image Comparisons ↗Maxwell Forbes, Christine Kaeser-Chen, Piyush Sharma et al.41 citations
  16. Self-Attention Enhanced CNNs and Collaborative Curriculum Learning for Distantly Supervised Relation Extraction ↗Yuyun Huang, Jinhua Du41 citations
  17. Structuring Latent Spaces for Stylized Response Generation ↗Xiang Gao, Yizhe Zhang, Sungjin Lee et al.41 citations
  18. Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model ↗Tsung-Yuan Hsu, Chi-Liang Liu, Hung-yi Lee41 citations
  19. Abstract Text Summarization: A Low Resource Challenge ↗Shantipriya Parida, Petr Motlicek40 citations
  20. Attending to Future Tokens for Bidirectional Sequence Generation ↗Carolin Lawrence, Bhushan Kotnis, Mathias Niepert40 citations
  21. BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle ↗Peter West, Ari Holtzman, Jan Buys et al.40 citations
  22. EGG: a toolkit for research on Emergence of lanGuage in Games ↗Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt et al. · System Demonstrations40 citations
  23. Incorporating External Knowledge into Machine Reading for Generative Question Answering ↗Bin Bi, Chen Wu, Ming Yan et al.40 citations
  24. Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data ↗Denis Peskov, Nancy Clarke, Jason Krone et al.40 citations
  25. Out-of-Domain Detection for Low-Resource Text Classification Tasks ↗Ming Tan, Yang Yu, Haoyu Wang et al.40 citations
  26. VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role LabelingAndrea Di Fabio, Simone Conia, Roberto Navigli40 citations · our summary
  27. A Discrete CVAE for Response Generation on Short-Text Conversation ↗Jun Gao, Wei Bi, Xiaojiang Liu et al.39 citations
  28. Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing ↗Jonathan Herzig, Jonathan Berant39 citations
  29. Emergent Linguistic Phenomena in Multi-Agent Communication Games ↗Laura Harding Graesser, Kyunghyun Cho, Douwe Kiela39 citations
  30. How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG ↗Paul Trichelair, Ali Emami, Adam Trischler et al.39 citations
  31. Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach ↗Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh et al.39 citations
  32. Open Event Extraction from Online Text using a Generative Adversarial Network ↗Rui Wang, Deyu Zhou, Yulan He39 citations
  33. SUM-QE: a BERT-based Summary Quality Estimation Model ↗Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki et al.39 citations
  34. Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set ↗Katharina Kann, Kyunghyun Cho, Samuel R. Bowman39 citations
  35. Detecting Causal Language Use in Science Findings ↗Bei Yu, Yingya Li, Jun Wang38 citations
  36. A Bayesian Approach for Sequence Tagging with Crowds ↗Edwin Simpson, Iryna Gurevych37 citations
  37. Adversarial Removal of Demographic Attributes Revisited ↗Maria Barrett, Yova Kementchedjhieva, Yanai Elazar et al.37 citations
  38. Towards Understanding Neural Machine Translation with Word Importance ↗Shilin He, Zhaopeng Tu, Xing Wang et al.37 citations
  39. Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning ↗Peng Xu, Chien-Sheng Wu, Andrea Madotto et al.36 citations
  40. Event Causality Recognition Exploiting Multiple Annotators' Judgments and Background Knowledge ↗Kazuma Kadowaki, Ryu Iida, Kentaro Torisawa et al.36 citations
  41. Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text ↗Bhavana Dalvi, Niket Tandon, Antoine Bosselut et al.36 citations
  42. Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training ↗Giannis Karamanolakis, Daniel Hsu, Luis Gravano36 citations
  43. Analytical Methods for Interpretable Ultradense Word Embeddings ↗Philipp Dufter, Hinrich Schütze35 citations
  44. Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis ↗Jin Wang, Liang-Chih Yu, K. Robert Lai et al.35 citations
  45. Posing Fair Generalization Tasks for Natural Language InferenceAtticus Geiger, Ignacio Cases, Lauri Karttunen et al.35 citations · our summary
  46. Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks ↗Xingwei Tan, Yi Cai, Changxi Zhu35 citations
  47. Automatically Learning Data Augmentation Policies for Dialogue Tasks ↗Tong Niu, Mohit Bansal34 citations
  48. CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots ↗Arshit Gupta, Peng Zhang, Garima Lalwani et al.34 citations
  49. DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning ↗Ruiping Li, Xiang Cheng34 citations
  50. Evaluating adversarial attacks against multiple fact verification systems ↗James Thorne, Andreas Vlachos, Christos Christodoulopoulos et al.34 citations
  51. Hierarchical Pointer Net Parsing ↗Linlin Liu, Xiang Lin, Shafiq Joty et al.34 citations
  52. Iterative Dual Domain Adaptation for Neural Machine Translation ↗Jiali Zeng, Yang Liu, Jinsong Su et al.34 citations
  53. Dynamic Past and Future for Neural Machine Translation ↗Zaixiang Zheng, Shujian Huang, Zhaopeng Tu et al.33 citations
  54. Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts ↗Jack Merullo, Luke Yeh, Abram Handler et al.33 citations
  55. Investigating the Effectiveness of BPE: The Power of Shorter Sequences ↗Matthias Gallé33 citations
  56. Parameter-free Sentence Embedding via Orthogonal Basis ↗Ziyi Yang, Chenguang Zhu, Weizhu Chen33 citations
  57. A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers ↗Aditi Chaudhary, Jiateng Xie, Zaid Sheikh et al.32 citations
  58. Answering Conversational Questions on Structured Data without Logical Forms ↗Thomas Mueller, Francesco Piccinno, Peter Shaw et al.32 citations
  59. Interactive Language Learning by Question Answering ↗Xingdi Yuan, Marc-Alexandre Côté, Jie Fu et al.32 citations
  60. MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation ↗Thomas Searle, Zeljko Kraljevic, Rebecca Bendayan et al. · System Demonstrations32 citations
  61. Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems ↗Jia Li, Chongyang Tao, Wei Wu et al.32 citations
  62. A Modular Architecture for Unsupervised Sarcasm GenerationAbhijit Mishra, Tarun Tater, Karthik Sankaranarayanan31 citations · our summary
  63. DENS: A Dataset for Multi-class Emotion Analysis ↗Chen Liu, Muhammad Osama, Anderson de Andrade31 citations
  64. Don't Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction ↗Paula Czarnowska, Sebastian Ruder, Edouard Grave et al.31 citations
  65. Explicit Cross-lingual Pre-training for Unsupervised Machine Translation ↗Shuo Ren, Yu Wu, Shujie Liu et al.31 citations
  66. Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds ↗John P. Lalor, Hao Wu, Hong Yu31 citations
  67. Learning Programmatic Idioms for Scalable Semantic Parsing ↗Srinivasan Iyer, Alvin Cheung, Luke Zettlemoyer31 citations
  68. Neural Topic Model with Reinforcement Learning ↗Lin Gui, Jia Leng, Gabriele Pergola et al.31 citations
  69. STANCY: Stance Classification Based on Consistency Cues ↗Kashyap Popat, Subhabrata Mukherjee, Andrew Yates et al.31 citations
  70. Topics to Avoid: Demoting Latent Confounds in Text Classification ↗Sachin Kumar, Shuly Wintner, Noah A. Smith et al.31 citations
  71. Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses ↗Matt Grenander, Yue Dong, Jackie Chi Kit Cheung et al.30 citations
  72. How well do NLI models capture verb veridicality?Alexis Ross, Ellie Pavlick30 citations · our summary
  73. Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs ↗Soumya Sharma, Bishal Santra, Abhik Jana et al.30 citations
  74. Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites ↗Alexey Tikhonov, Viacheslav Shibaev, Aleksander Nagaev et al.30 citations
  75. Transfer Fine-Tuning: A BERT Case Study ↗Yuki Arase, Jun'ichi Tsujii30 citations
  76. What's Wrong with Hebrew NLP? And How to Make it RightReut Tsarfaty, Shoval Sadde, Stav Klein et al. · System Demonstrations30 citations · our summary
  77. A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse ParsingZeyu Dai, Ruihong Huang29 citations · our summary
  78. BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels ↗Yimin Jing, Deyi Xiong, Zhen Yan29 citations
  79. Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation ↗Dongjun Lee29 citations
  80. Concept Pointer Network for Abstractive Summarization ↗Wenbo Wang, Yang Gao, Heyan Huang et al.29 citations
  81. Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations ↗Mingda Chen, Zewei Chu, Kevin Gimpel29 citations
  82. How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing ↗Shen Gao, Xiuying Chen, Piji Li et al.29 citations
  83. Improving Generative Visual Dialog by Answering Diverse Questions ↗Vishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra et al.29 citations
  84. Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary InductionYova Kementchedjhieva, Mareike Hartmann, Anders Søgaard29 citations · our summary
  85. Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue ↗Chenguang Zhu, Michael Zeng, Xuedong Huang29 citations
  86. On the Role of Scene Graphs in Image Captioning ↗Dalin Wang, Daniel Beck, Trevor Cohn29 citations
  87. Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering ↗Vikas Yadav, Steven Bethard, Mihai Surdeanu29 citations
  88. Rethinking Attribute Representation and Injection for Sentiment Classification ↗Reinald Kim Amplayo29 citations
  89. ner and pos when nothing is capitalized ↗Stephen Mayhew, Tatiana Tsygankova, Dan Roth29 citations
  90. Adversarial Reprogramming of Text Classification Neural Networks ↗Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov et al.28 citations
  91. CaRe: Open Knowledge Graph Embeddings ↗Swapnil Gupta, Sreyash Kenkre, Partha Talukdar28 citations
  92. Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation ↗Zhengxin Yang, Jinchao Zhang, Fandong Meng et al.28 citations
  93. Multi-Task Learning with Language Modeling for Question Generation ↗Wenjie Zhou, Minghua Zhang, Yunfang Wu28 citations
  94. Data Augmentation with Atomic Templates for Spoken Language Understanding ↗Zijian Zhao, Su Zhu, Kai Yu27 citations
  95. Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition ↗Hongyu Lin, Yaojie Lu, Xianpei Han et al.27 citations
  96. Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator ↗Xiaoyu Shen, Yang Zhao, Hui Su et al.27 citations
  97. Interpretable Relevant Emotion Ranking with Event-Driven Attention ↗Yang Yang, Deyu Zhou, Yulan He et al.27 citations
  98. Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion ↗Zihao Wang, Kwunping Lai, Piji Li et al.27 citations
  99. Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning ↗Kaisong Song, Lidong Bing, Wei Gao et al.27 citations
  100. Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations ↗Ran Le, Wenpeng Hu, Mingyue Shang et al.27 citations

1 2 3 4 5 … 8

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/4/