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title: "EMNLP 2019 — all accepted papers, page 4 — Elamur Research"
description: "All 741 papers of EMNLP 2019 · page 4 of 8, the most cited first; those with our summary link to it."
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# EMNLP 2019: all accepted papers

741 papers · page 4 of 8 · the most cited first · [← EMNLP 2019](https://md.research.elamur.ai/free/en/venues/emnlp/2019/)

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301. **[Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference ↗](https://aclanthology.org/D19-1240/)**Ahmadreza Mosallanezhad, Ghazaleh Beigi, Huan Liu*42 citations*
302. **[How to Build User Simulators to Train RL-based Dialog Systems ↗](https://aclanthology.org/D19-1206/)**Weiyan Shi, Kun Qian, Xuewei Wang et al.*42 citations*
303. **[Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs ↗](https://aclanthology.org/D19-1391/)**Bailin Wang, Ivan Titov, Mirella Lapata*42 citations*
304. **[Machine Reading Comprehension Using Structural Knowledge Graph-aware Network ↗](https://aclanthology.org/D19-1602/)**Delai Qiu, Yuanzhe Zhang, Xinwei Feng et al.*42 citations*
305. **[Reading Like HER: Human Reading Inspired Extractive Summarization ↗](https://aclanthology.org/D19-1300/)**Ling Luo, Xiang Ao, Yan Song et al.*42 citations*
306. **[Supervising Unsupervised Open Information Extraction Models ↗](https://aclanthology.org/D19-1067/)**Arpita Roy, Youngja Park, Taesung Lee et al.*42 citations*
307. **[TalkDown: A Corpus for Condescension Detection in Context ↗](https://aclanthology.org/D19-1385/)**Zijian Wang, Christopher Potts*42 citations*
308. **[Weakly Supervised Multilingual Causality Extraction from Wikipedia ↗](https://aclanthology.org/D19-1296/)**Chikara Hashimoto*42 citations*
309. **[A Gated Self-attention Memory Network for Answer Selection ↗](https://aclanthology.org/D19-1610/)**Tuan Lai, Quan Hung Tran, Trung Bui et al.*41 citations*
310. **[Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities ↗](https://aclanthology.org/D19-1644/)**Bailin Wang, Wei Lu*41 citations*
311. **[Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization ↗](https://aclanthology.org/D19-1623/)**Siyao Li, Deren Lei, Pengda Qin et al.*41 citations*
312. **[IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation ↗](https://aclanthology.org/D19-1306/)**Zhijing Jin, Di Jin, Jonas Mueller et al.*41 citations*
313. **[Leveraging Dependency Forest for Neural Medical Relation Extraction ↗](https://aclanthology.org/D19-1020/)**Linfeng Song, Yue Zhang, Daniel Gildea et al.*41 citations*
314. **[Modeling Frames in Argumentation ↗](https://aclanthology.org/D19-1290/)**Yamen Ajjour, Milad Alshomary, Henning Wachsmuth et al.*41 citations*
315. **[Neural Naturalist: Generating Fine-Grained Image Comparisons ↗](https://aclanthology.org/D19-1065/)**Maxwell Forbes, Christine Kaeser-Chen, Piyush Sharma et al.*41 citations*
316. **[Self-Attention Enhanced CNNs and Collaborative Curriculum Learning for Distantly Supervised Relation Extraction ↗](https://aclanthology.org/D19-1037/)**Yuyun Huang, Jinhua Du*41 citations*
317. **[Structuring Latent Spaces for Stylized Response Generation ↗](https://aclanthology.org/D19-1190/)**Xiang Gao, Yizhe Zhang, Sungjin Lee et al.*41 citations*
318. **[Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model ↗](https://aclanthology.org/D19-1607/)**Tsung-Yuan Hsu, Chi-Liang Liu, Hung-yi Lee*41 citations*
319. **[Abstract Text Summarization: A Low Resource Challenge ↗](https://aclanthology.org/D19-1616/)**Shantipriya Parida, Petr Motlicek*40 citations*
320. **[Attending to Future Tokens for Bidirectional Sequence Generation ↗](https://aclanthology.org/D19-1001/)**Carolin Lawrence, Bhushan Kotnis, Mathias Niepert*40 citations*
321. **[BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle ↗](https://aclanthology.org/D19-1389/)**Peter West, Ari Holtzman, Jan Buys et al.*40 citations*
322. **[EGG: a toolkit for research on Emergence of lanGuage in Games ↗](https://aclanthology.org/D19-3010/)**Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt et al. · System Demonstrations*40 citations*
323. **[Incorporating External Knowledge into Machine Reading for Generative Question Answering ↗](https://aclanthology.org/D19-1255/)**Bin Bi, Chen Wu, Ming Yan et al.*40 citations*
324. **[Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data ↗](https://aclanthology.org/D19-1460/)**Denis Peskov, Nancy Clarke, Jason Krone et al.*40 citations*
325. **[Out-of-Domain Detection for Low-Resource Text Classification Tasks ↗](https://aclanthology.org/D19-1364/)**Ming Tan, Yang Yu, Haoyu Wang et al.*40 citations*
326. **[VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/fabio-2019-verbatlas-novel-large-scale-verbal/)**Andrea Di Fabio, Simone Conia, Roberto Navigli*40 citations · our summary*
327. **[A Discrete CVAE for Response Generation on Short-Text Conversation ↗](https://aclanthology.org/D19-1198/)**Jun Gao, Wei Bi, Xiaojiang Liu et al.*39 citations*
328. **[Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing ↗](https://aclanthology.org/D19-1394/)**Jonathan Herzig, Jonathan Berant*39 citations*
329. **[Emergent Linguistic Phenomena in Multi-Agent Communication Games ↗](https://aclanthology.org/D19-1384/)**Laura Harding Graesser, Kyunghyun Cho, Douwe Kiela*39 citations*
330. **[How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG ↗](https://aclanthology.org/D19-1335/)**Paul Trichelair, Ali Emami, Adam Trischler et al.*39 citations*
331. **[Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach ↗](https://aclanthology.org/D19-1208/)**Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh et al.*39 citations*
332. **[Open Event Extraction from Online Text using a Generative Adversarial Network ↗](https://aclanthology.org/D19-1027/)**Rui Wang, Deyu Zhou, Yulan He*39 citations*
333. **[SUM-QE: a BERT-based Summary Quality Estimation Model ↗](https://aclanthology.org/D19-1618/)**Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki et al.*39 citations*
334. **[Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set ↗](https://aclanthology.org/D19-1329/)**Katharina Kann, Kyunghyun Cho, Samuel R. Bowman*39 citations*
335. **[Detecting Causal Language Use in Science Findings ↗](https://aclanthology.org/D19-1473/)**Bei Yu, Yingya Li, Jun Wang*38 citations*
336. **[A Bayesian Approach for Sequence Tagging with Crowds ↗](https://aclanthology.org/D19-1101/)**Edwin Simpson, Iryna Gurevych*37 citations*
337. **[Adversarial Removal of Demographic Attributes Revisited ↗](https://aclanthology.org/D19-1662/)**Maria Barrett, Yova Kementchedjhieva, Yanai Elazar et al.*37 citations*
338. **[Towards Understanding Neural Machine Translation with Word Importance ↗](https://aclanthology.org/D19-1088/)**Shilin He, Zhaopeng Tu, Xing Wang et al.*37 citations*
339. **[Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning ↗](https://aclanthology.org/D19-1303/)**Peng Xu, Chien-Sheng Wu, Andrea Madotto et al.*36 citations*
340. **[Event Causality Recognition Exploiting Multiple Annotators' Judgments and Background Knowledge ↗](https://aclanthology.org/D19-1590/)**Kazuma Kadowaki, Ryu Iida, Kentaro Torisawa et al.*36 citations*
341. **[Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text ↗](https://aclanthology.org/D19-1457/)**Bhavana Dalvi, Niket Tandon, Antoine Bosselut et al.*36 citations*
342. **[Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training ↗](https://aclanthology.org/D19-1468/)**Giannis Karamanolakis, Daniel Hsu, Luis Gravano*36 citations*
343. **[Analytical Methods for Interpretable Ultradense Word Embeddings ↗](https://aclanthology.org/D19-1111/)**Philipp Dufter, Hinrich Schütze*35 citations*
344. **[Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis ↗](https://aclanthology.org/D19-1343/)**Jin Wang, Liang-Chih Yu, K. Robert Lai et al.*35 citations*
345. **[Posing Fair Generalization Tasks for Natural Language Inference](https://md.research.elamur.ai/free/en/papers/geiger-2019-posing-fair-generalization-tasks-natural/)**Atticus Geiger, Ignacio Cases, Lauri Karttunen et al.*35 citations · our summary*
346. **[Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks ↗](https://aclanthology.org/D19-1342/)**Xingwei Tan, Yi Cai, Changxi Zhu*35 citations*
347. **[Automatically Learning Data Augmentation Policies for Dialogue Tasks ↗](https://aclanthology.org/D19-1132/)**Tong Niu, Mohit Bansal*34 citations*
348. **[CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots ↗](https://aclanthology.org/D19-1127/)**Arshit Gupta, Peng Zhang, Garima Lalwani et al.*34 citations*
349. **[DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning ↗](https://aclanthology.org/D19-1266/)**Ruiping Li, Xiang Cheng*34 citations*
350. **[Evaluating adversarial attacks against multiple fact verification systems ↗](https://aclanthology.org/D19-1292/)**James Thorne, Andreas Vlachos, Christos Christodoulopoulos et al.*34 citations*
351. **[Hierarchical Pointer Net Parsing ↗](https://aclanthology.org/D19-1093/)**Linlin Liu, Xiang Lin, Shafiq Joty et al.*34 citations*
352. **[Iterative Dual Domain Adaptation for Neural Machine Translation ↗](https://aclanthology.org/D19-1078/)**Jiali Zeng, Yang Liu, Jinsong Su et al.*34 citations*
353. **[Dynamic Past and Future for Neural Machine Translation ↗](https://aclanthology.org/D19-1086/)**Zaixiang Zheng, Shujian Huang, Zhaopeng Tu et al.*33 citations*
354. **[Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts ↗](https://aclanthology.org/D19-1666/)**Jack Merullo, Luke Yeh, Abram Handler et al.*33 citations*
355. **[Investigating the Effectiveness of BPE: The Power of Shorter Sequences ↗](https://aclanthology.org/D19-1141/)**Matthias Gallé*33 citations*
356. **[Parameter-free Sentence Embedding via Orthogonal Basis ↗](https://aclanthology.org/D19-1059/)**Ziyi Yang, Chenguang Zhu, Weizhu Chen*33 citations*
357. **[A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers ↗](https://aclanthology.org/D19-1520/)**Aditi Chaudhary, Jiateng Xie, Zaid Sheikh et al.*32 citations*
358. **[Answering Conversational Questions on Structured Data without Logical Forms ↗](https://aclanthology.org/D19-1603/)**Thomas Mueller, Francesco Piccinno, Peter Shaw et al.*32 citations*
359. **[Interactive Language Learning by Question Answering ↗](https://aclanthology.org/D19-1280/)**Xingdi Yuan, Marc-Alexandre Côté, Jie Fu et al.*32 citations*
360. **[MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation ↗](https://aclanthology.org/D19-3024/)**Thomas Searle, Zeljko Kraljevic, Rebecca Bendayan et al. · System Demonstrations*32 citations*
361. **[Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems ↗](https://aclanthology.org/D19-1128/)**Jia Li, Chongyang Tao, Wei Wu et al.*32 citations*
362. **[A Modular Architecture for Unsupervised Sarcasm Generation](https://md.research.elamur.ai/free/en/papers/mishra-2019-modular-architecture-unsupervised-sarcasm-generation/)**Abhijit Mishra, Tarun Tater, Karthik Sankaranarayanan*31 citations · our summary*
363. **[DENS: A Dataset for Multi-class Emotion Analysis ↗](https://aclanthology.org/D19-1656/)**Chen Liu, Muhammad Osama, Anderson de Andrade*31 citations*
364. **[Don't Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction ↗](https://aclanthology.org/D19-1090/)**Paula Czarnowska, Sebastian Ruder, Edouard Grave et al.*31 citations*
365. **[Explicit Cross-lingual Pre-training for Unsupervised Machine Translation ↗](https://aclanthology.org/D19-1071/)**Shuo Ren, Yu Wu, Shujie Liu et al.*31 citations*
366. **[Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds ↗](https://aclanthology.org/D19-1434/)**John P. Lalor, Hao Wu, Hong Yu*31 citations*
367. **[Learning Programmatic Idioms for Scalable Semantic Parsing ↗](https://aclanthology.org/D19-1545/)**Srinivasan Iyer, Alvin Cheung, Luke Zettlemoyer*31 citations*
368. **[Neural Topic Model with Reinforcement Learning ↗](https://aclanthology.org/D19-1350/)**Lin Gui, Jia Leng, Gabriele Pergola et al.*31 citations*
369. **[STANCY: Stance Classification Based on Consistency Cues ↗](https://aclanthology.org/D19-1675/)**Kashyap Popat, Subhabrata Mukherjee, Andrew Yates et al.*31 citations*
370. **[Topics to Avoid: Demoting Latent Confounds in Text Classification ↗](https://aclanthology.org/D19-1425/)**Sachin Kumar, Shuly Wintner, Noah A. Smith et al.*31 citations*
371. **[Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses ↗](https://aclanthology.org/D19-1620/)**Matt Grenander, Yue Dong, Jackie Chi Kit Cheung et al.*30 citations*
372. **[How well do NLI models capture verb veridicality?](https://md.research.elamur.ai/free/en/papers/ross-2019-how-well-do-nli-models/)**Alexis Ross, Ellie Pavlick*30 citations · our summary*
373. **[Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs ↗](https://aclanthology.org/D19-1631/)**Soumya Sharma, Bishal Santra, Abhik Jana et al.*30 citations*
374. **[Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites ↗](https://aclanthology.org/D19-1406/)**Alexey Tikhonov, Viacheslav Shibaev, Aleksander Nagaev et al.*30 citations*
375. **[Transfer Fine-Tuning: A BERT Case Study ↗](https://aclanthology.org/D19-1542/)**Yuki Arase, Jun'ichi Tsujii*30 citations*
376. **[What's Wrong with Hebrew NLP? And How to Make it Right](https://md.research.elamur.ai/free/en/papers/tsarfaty-2019-what-s-wrong-hebrew-nlp/)**Reut Tsarfaty, Shoval Sadde, Stav Klein et al. · System Demonstrations*30 citations · our summary*
377. **[A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing](https://md.research.elamur.ai/free/en/papers/dai-2019-regularization-approach-incorporating-event-knowledge/)**Zeyu Dai, Ruihong Huang*29 citations · our summary*
378. **[BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels ↗](https://aclanthology.org/D19-1249/)**Yimin Jing, Deyi Xiong, Zhen Yan*29 citations*
379. **[Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation ↗](https://aclanthology.org/D19-1624/)**Dongjun Lee*29 citations*
380. **[Concept Pointer Network for Abstractive Summarization ↗](https://aclanthology.org/D19-1304/)**Wenbo Wang, Yang Gao, Heyan Huang et al.*29 citations*
381. **[Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations ↗](https://aclanthology.org/D19-1060/)**Mingda Chen, Zewei Chu, Kevin Gimpel*29 citations*
382. **[How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing ↗](https://aclanthology.org/D19-1388/)**Shen Gao, Xiuying Chen, Piji Li et al.*29 citations*
383. **[Improving Generative Visual Dialog by Answering Diverse Questions ↗](https://aclanthology.org/D19-1152/)**Vishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra et al.*29 citations*
384. **[Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction](https://md.research.elamur.ai/free/en/papers/kementchedjhieva-2019-lost-in-evaluation/)**Yova Kementchedjhieva, Mareike Hartmann, Anders Søgaard*29 citations · our summary*
385. **[Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue ↗](https://aclanthology.org/D19-1123/)**Chenguang Zhu, Michael Zeng, Xuedong Huang*29 citations*
386. **[On the Role of Scene Graphs in Image Captioning ↗](https://aclanthology.org/D19-6405/)**Dalin Wang, Daniel Beck, Trevor Cohn*29 citations*
387. **[Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering ↗](https://aclanthology.org/D19-1260/)**Vikas Yadav, Steven Bethard, Mihai Surdeanu*29 citations*
388. **[Rethinking Attribute Representation and Injection for Sentiment Classification ↗](https://aclanthology.org/D19-1562/)**Reinald Kim Amplayo*29 citations*
389. **[ner and pos when nothing is capitalized ↗](https://aclanthology.org/D19-1650/)**Stephen Mayhew, Tatiana Tsygankova, Dan Roth*29 citations*
390. **[Adversarial Reprogramming of Text Classification Neural Networks ↗](https://aclanthology.org/D19-1525/)**Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov et al.*28 citations*
391. **[CaRe: Open Knowledge Graph Embeddings ↗](https://aclanthology.org/D19-1036/)**Swapnil Gupta, Sreyash Kenkre, Partha Talukdar*28 citations*
392. **[Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation ↗](https://aclanthology.org/D19-1164/)**Zhengxin Yang, Jinchao Zhang, Fandong Meng et al.*28 citations*
393. **[Multi-Task Learning with Language Modeling for Question Generation ↗](https://aclanthology.org/D19-1337/)**Wenjie Zhou, Minghua Zhang, Yunfang Wu*28 citations*
394. **[Data Augmentation with Atomic Templates for Spoken Language Understanding ↗](https://aclanthology.org/D19-1375/)**Zijian Zhao, Su Zhu, Kai Yu*27 citations*
395. **[Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition ↗](https://aclanthology.org/D19-1646/)**Hongyu Lin, Yaojie Lu, Xianpei Han et al.*27 citations*
396. **[Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator ↗](https://aclanthology.org/D19-1390/)**Xiaoyu Shen, Yang Zhao, Hui Su et al.*27 citations*
397. **[Interpretable Relevant Emotion Ranking with Event-Driven Attention ↗](https://aclanthology.org/D19-1017/)**Yang Yang, Deyu Zhou, Yulan He et al.*27 citations*
398. **[Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion ↗](https://aclanthology.org/D19-1024/)**Zihao Wang, Kwunping Lai, Piji Li et al.*27 citations*
399. **[Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning ↗](https://aclanthology.org/D19-1019/)**Kaisong Song, Lidong Bing, Wei Gao et al.*27 citations*
400. **[Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations ↗](https://aclanthology.org/D19-1199/)**Ran Le, Wenpeng Hu, Mingyue Shang et al.*27 citations*

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