---
title: "ACL 2019 — all accepted papers, page 3 — the most cited first"
description: "All 703 papers of ACL 2019 · page 3 of 8, the most cited first; those with our summary link to it."
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# ACL 2019: all accepted papers

703 papers · page 3 of 8 · the most cited first · [← ACL 2019](https://md.research.elamur.ai/free/en/venues/acl/2019/)

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201. **[Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards ↗](https://aclanthology.org/P19-1208/)**Hou Pong Chan, Wang Chen, Lu Wang et al.*90 citations*
202. **[Span-Level Model for Relation Extraction ↗](https://aclanthology.org/P19-1525/)**Kalpit Dixit, Yaser Al-Onaizan*90 citations*
203. **[BERT-based Lexical Substitution ↗](https://aclanthology.org/P19-1328/)**Wangchunshu Zhou, Tao Ge, Ke Xu et al.*89 citations*
204. **[Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading ↗](https://aclanthology.org/P19-1539/)**Lianhui Qin, Michel Galley, Chris Brockett et al.*89 citations*
205. **[DisSent: Learning Sentence Representations from Explicit Discourse Relations](https://md.research.elamur.ai/free/en/papers/nie-2019-dissent-learning-sentence-representations-explicit/)**Allen Nie, Erin Bennett, Noah Goodman*88 citations · our summary*
206. **[Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives ↗](https://aclanthology.org/P19-1486/)**Yi Tay, Shuohang Wang, Anh Tuan Luu et al.*88 citations*
207. **[Enhancing Topic-to-Essay Generation with External Commonsense Knowledge ↗](https://aclanthology.org/P19-1193/)**Pengcheng Yang, Lei Li, Fuli Luo et al.*87 citations*
208. **[A Large-Scale Corpus for Conversation Disentanglement ↗](https://aclanthology.org/P19-1374/)**Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph J. Peper et al.*86 citations*
209. **[Robust Zero-Shot Cross-Domain Slot Filling with Example Values ↗](https://aclanthology.org/P19-1547/)**Darsh Shah, Raghav Gupta, Amir Fayazi et al.*86 citations*
210. **[ConvLab: Multi-Domain End-to-End Dialog System Platform ↗](https://aclanthology.org/P19-3011/)**Sungjin Lee, Qi Zhu, Ryuichi Takanobu et al. · System Demonstrations*85 citations*
211. **[Neural News Recommendation with Topic-Aware News Representation ↗](https://aclanthology.org/P19-1110/)**Chuhan Wu, Fangzhao Wu, Mingxiao An et al.*84 citations*
212. **[Training Neural Response Selection for Task-Oriented Dialogue Systems ↗](https://aclanthology.org/P19-1536/)**Matthew Henderson, Ivan Vulić, Daniela Gerz et al.*84 citations*
213. **[Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA](https://md.research.elamur.ai/free/en/papers/jiang-2019-avoiding-reasoning-shortcuts-adversarial-evaluation/)**Yichen Jiang, Mohit Bansal*83 citations · our summary*
214. **[Large-Scale Transfer Learning for Natural Language Generation ↗](https://aclanthology.org/P19-1608/)**Sergey Golovanov, Rauf Kurbanov, Sergey Nikolenko et al.*82 citations*
215. **[What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal Cues ↗](https://aclanthology.org/P19-1038/)**Yu Qin, Yi Yang*82 citations*
216. **[Towards Understanding Linear Word Analogies ↗](https://aclanthology.org/P19-1315/)**Kawin Ethayarajh, David Duvenaud, Graeme Hirst*81 citations*
217. **[A Surprisingly Robust Trick for the Winograd Schema Challenge ↗](https://aclanthology.org/P19-1478/)**Vid Kocijan, Ana-Maria Cretu, Oana-Maria Camburu et al.*80 citations*
218. **[Decomposable Neural Paraphrase Generation ↗](https://aclanthology.org/P19-1332/)**Zichao Li, Xin Jiang, Lifeng Shang et al.*80 citations*
219. **[Topic-Aware Neural Keyphrase Generation for Social Media Language ↗](https://aclanthology.org/P19-1240/)**Yue Wang, Jing Li, Hou Pong Chan et al.*79 citations*
220. **[Distilling Translations with Visual Awareness ↗](https://aclanthology.org/P19-1653/)**Julia Ive, Pranava Madhyastha, Lucia Specia*78 citations*
221. **[Unsupervised Cross-Lingual Representation Learning ↗](https://aclanthology.org/P19-4007/)**Sebastian Ruder, Anders Søgaard, Ivan Vulić · Tutorial Abstracts*78 citations*
222. **[Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies ↗](https://aclanthology.org/P19-1120/)**Yunsu Kim, Yingbo Gao, Hermann Ney*77 citations*
223. **[NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language ↗](https://aclanthology.org/P19-1618/)**Leon Weber, Pasquale Minervini, Jannes Münchmeyer et al.*77 citations*
224. **[Pretraining Methods for Dialog Context Representation Learning ↗](https://aclanthology.org/P19-1373/)**Shikib Mehri, Evgeniia Razumovskaia, Tiancheng Zhao et al.*76 citations*
225. **[Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach ↗](https://aclanthology.org/P19-1623/)**Zonghan Yang, Yong Cheng, Yang Liu et al.*76 citations*
226. **[Unsupervised Neural Text Simplification ↗](https://aclanthology.org/P19-1198/)**Sai Surya, Abhijit Mishra, Anirban Laha et al.*76 citations*
227. **[On the Word Alignment from Neural Machine Translation ↗](https://aclanthology.org/P19-1124/)**Xintong Li, Guanlin Li, Lemao Liu et al.*75 citations*
228. **[Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation ↗](https://aclanthology.org/P19-1655/)**Ronghang Hu, Daniel Fried, Anna Rohrbach et al.*74 citations*
229. **[Categorizing and Inferring the Relationship between the Text and Image of Twitter Posts ↗](https://aclanthology.org/P19-1272/)**Alakananda Vempala, Daniel Preoţiuc-Pietro*72 citations*
230. **[Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference](https://md.research.elamur.ai/free/en/papers/belinkov-2019-don-t-take-premise-granted/)**Yonatan Belinkov, Adam Poliak, Stuart Shieber et al.*72 citations · our summary*
231. **[Latent Variable Model for Multi-modal Translation ↗](https://aclanthology.org/P19-1642/)**Iacer Calixto, Miguel Rios, Wilker Aziz*72 citations*
232. **[Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title ↗](https://aclanthology.org/P19-1514/)**Huimin Xu, Wenting Wang, Xin Mao et al.*72 citations*
233. **[What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling Conversations ↗](https://aclanthology.org/P19-1088/)**Verónica Pérez-Rosas, Xinyi Wu, Kenneth Resnicow et al.*72 citations*
234. **[A Simple Theoretical Model of Importance for Summarization ↗](https://aclanthology.org/P19-1101/)**Maxime Peyrard · 🏆 Outstanding Paper*70 citations*
235. **[Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue](https://md.research.elamur.ai/free/en/papers/balakrishnan-2019-constrained-decoding-neural-nlg-compositional/)**Anusha Balakrishnan, Jinfeng Rao, Kartikeya Upasani et al.*70 citations · our summary*
236. **[Multi-style Generative Reading Comprehension ↗](https://aclanthology.org/P19-1220/)**Kyosuke Nishida, Itsumi Saito, Kosuke Nishida et al.*70 citations*
237. **[Augmenting Neural Networks with First-order Logic ↗](https://aclanthology.org/P19-1028/)**Tao Li, Vivek Srikumar*68 citations*
238. **[Dense Procedure Captioning in Narrated Instructional Videos ↗](https://aclanthology.org/P19-1641/)**Botian Shi, Lei Ji, Yaobo Liang et al.*68 citations*
239. **[Meaning to Form: Measuring Systematicity as Information ↗](https://aclanthology.org/P19-1171/)**Tiago Pimentel, Arya D. McCarthy, Damian Blasi et al.*68 citations*
240. **[What Kind of Language Is Hard to Language-Model?](https://md.research.elamur.ai/free/en/papers/mielke-2019-what-kind-language-is-hard/)**Sabrina J. Mielke, Ryan Cotterell, Kyle Gorman et al.*67 citations · our summary*
241. **[A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ↗](https://aclanthology.org/P19-1256/)**Feng Nie, Jin-Ge Yao, Jinpeng Wang et al.*66 citations*
242. **[Automatically Identifying Complaints in Social Media ↗](https://aclanthology.org/P19-1495/)**Daniel Preoţiuc-Pietro, Mihaela Gaman, Nikolaos Aletras*66 citations*
243. **[Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction ↗](https://aclanthology.org/P19-1513/)**Yufang Hou, Charles Jochim, Martin Gleize et al.*66 citations*
244. **[On the Summarization of Consumer Health Questions ↗](https://aclanthology.org/P19-1215/)**Asma Ben Abacha, Dina Demner-Fushman*66 citations*
245. **[Self-Attention Architectures for Answer-Agnostic Neural Question Generation ↗](https://aclanthology.org/P19-1604/)**Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano*66 citations*
246. **[Imitation Learning for Non-Autoregressive Neural Machine Translation ↗](https://aclanthology.org/P19-1125/)**Bingzhen Wei, Mingxuan Wang, Hao Zhou et al.*65 citations*
247. **[Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ↗](https://aclanthology.org/P19-1145/)**Yi Tay, Aston Zhang, Anh Tuan Luu et al.*65 citations*
248. **[Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/bulte-2019-neural-fuzzy-repair-integrating-fuzzy/)**Bram Bulte, Arda Tezcan*65 citations · our summary*
249. **[Open Domain Event Extraction Using Neural Latent Variable Models ↗](https://aclanthology.org/P19-1276/)**Xiao Liu, Heyan Huang, Yue Zhang*65 citations*
250. **[TWEETQA: A Social Media Focused Question Answering Dataset ↗](https://aclanthology.org/P19-1496/)**Wenhan Xiong, Jiawei Wu, Hong Wang et al.*65 citations*
251. **[A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ↗](https://aclanthology.org/P19-1518/)**Pengcheng Yang, Fuli Luo, Shuming Ma et al.*64 citations*
252. **[Correlating Neural and Symbolic Representations of Language ↗](https://aclanthology.org/P19-1283/)**Grzegorz Chrupała, Afra Alishahi*64 citations*
253. **[Graph-based Dependency Parsing with Graph Neural Networks ↗](https://aclanthology.org/P19-1237/)**Tao Ji, Yuanbin Wu, Man Lan*64 citations*
254. **[ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification ↗](https://aclanthology.org/P19-1135/)**Wei Jia, Dai Dai, Xinyan Xiao et al.*63 citations*
255. **[Relation Embedding with Dihedral Group in Knowledge Graph ↗](https://aclanthology.org/P19-1026/)**Canran Xu, Ruijiang Li*63 citations*
256. **[Towards Near-imperceptible Steganographic Text ↗](https://aclanthology.org/P19-1422/)**Falcon Dai, Zheng Cai*63 citations*
257. **[Extracting Symptoms and their Status from Clinical Conversations ↗](https://aclanthology.org/P19-1087/)**Nan Du, Kai Chen, Anjuli Kannan et al.*62 citations*
258. **[Literary Event Detection ↗](https://aclanthology.org/P19-1353/)**Matthew Sims, Jong Ho Park, David Bamman*62 citations*
259. **[Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning ↗](https://aclanthology.org/P19-1451/)**Tahira Naseem, Abhishek Shah, Hui Wan et al.*62 citations*
260. **[A Unified Linear-Time Framework for Sentence-Level Discourse Parsing](https://md.research.elamur.ai/free/en/papers/lin-2019-unified-linear-time-framework-sentence/)**Xiang Lin, Shafiq Joty, Prathyusha Jwalapuram et al.*61 citations · our summary*
261. **[BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization ↗](https://aclanthology.org/P19-1207/)**Kai Wang, Xiaojun Quan, Rui Wang*61 citations*
262. **[Improving Neural Conversational Models with Entropy-Based Data Filtering ↗](https://aclanthology.org/P19-1567/)**Richárd Csáky, Patrik Purgai, Gábor Recski*61 citations*
263. **[NNE: A Dataset for Nested Named Entity Recognition in English Newswire ↗](https://aclanthology.org/P19-1510/)**Nicky Ringland, Xiang Dai, Ben Hachey et al.*61 citations*
264. **[Self-Supervised Learning for Contextualized Extractive Summarization ↗](https://aclanthology.org/P19-1214/)**Hong Wang, Xin Wang, Wenhan Xiong et al.*61 citations*
265. **[Domain Adaptation of Neural Machine Translation by Lexicon Induction ↗](https://aclanthology.org/P19-1286/)**Junjie Hu, Mengzhou Xia, Graham Neubig et al.*60 citations*
266. **[Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention ↗](https://aclanthology.org/P19-1305/)**Xiangyu Duan, Mingming Yin, Min Zhang et al.*60 citations*
267. **[Analyzing the Limitations of Cross-lingual Word Embedding Mappings ↗](https://aclanthology.org/P19-1492/)**Aitor Ormazabal, Mikel Artetxe, Gorka Labaka et al.*59 citations*
268. **[DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review Decisions ↗](https://aclanthology.org/P19-1106/)**Tirthankar Ghosal, Rajeev Verma, Asif Ekbal et al.*59 citations*
269. **[Few-Shot Representation Learning for Out-Of-Vocabulary Words ↗](https://aclanthology.org/P19-1402/)**Ziniu Hu, Ting Chen, Kai-Wei Chang et al.*59 citations*
270. **[Reranking for Neural Semantic Parsing ↗](https://aclanthology.org/P19-1447/)**Pengcheng Yin, Graham Neubig*59 citations*
271. **[Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text ↗](https://aclanthology.org/P19-1398/)**Lukas Ruff, Yury Zemlyanskiy, Robert Vandermeulen et al.*59 citations*
272. **[Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network ↗](https://aclanthology.org/P19-1093/)**Martin Gleize, Eyal Shnarch, Leshem Choshen et al.*58 citations*
273. **[Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems ↗](https://aclanthology.org/P19-1564/)**Hung Le, Doyen Sahoo, Nancy Chen et al.*58 citations*
274. **[Simultaneous Translation with Flexible Policy via Restricted Imitation Learning ↗](https://aclanthology.org/P19-1582/)**Baigong Zheng, Renjie Zheng, Mingbo Ma et al.*58 citations*
275. **[TARGER: Neural Argument Mining at Your Fingertips ↗](https://aclanthology.org/P19-3031/)**Artem Chernodub, Oleksiy Oliynyk, Philipp Heidenreich et al. · System Demonstrations*58 citations*
276. **[Unsupervised Paraphrasing without Translation ↗](https://aclanthology.org/P19-1605/)**Aurko Roy, David Grangier*58 citations*
277. **[A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings ↗](https://aclanthology.org/P19-1162/)**Chris Sweeney, Maryam Najafian*57 citations*
278. **[Careful Selection of Knowledge to Solve Open Book Question Answering ↗](https://aclanthology.org/P19-1615/)**Pratyay Banerjee, Kuntal Kumar Pal, Arindam Mitra et al.*57 citations*
279. **[ChID: A Large-scale Chinese IDiom Dataset for Cloze Test](https://md.research.elamur.ai/free/en/papers/zheng-2019-chid-large-scale-chinese/)**Chujie Zheng, Minlie Huang, Aixin Sun*57 citations · our summary*
280. **[How Large Are Lions? Inducing Distributions over Quantitative Attributes ↗](https://aclanthology.org/P19-1388/)**Yanai Elazar, Abhijit Mahabal, Deepak Ramachandran et al.*57 citations*
281. **[Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision ↗](https://aclanthology.org/P19-1589/)**Abiola Obamuyide, Andreas Vlachos*57 citations*
282. **[Self-Supervised Dialogue Learning ↗](https://aclanthology.org/P19-1375/)**Jiawei Wu, Xin Wang, William Yang Wang*57 citations*
283. **[Visually Grounded Neural Syntax Acquisition ↗](https://aclanthology.org/P19-1180/)**Haoyue Shi, Jiayuan Mao, Kevin Gimpel et al.*57 citations*
284. **[Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs](https://md.research.elamur.ai/free/en/papers/nathani-2019-learning-attention-based-embeddings-relation/)**Deepak Nathani, Jatin Chauhan, Charu Sharma et al.*56 citations · our summary*
285. **[Second-Order Semantic Dependency Parsing with End-to-End Neural Networks ↗](https://aclanthology.org/P19-1454/)**Xinyu Wang, Jingxian Huang, Kewei Tu*56 citations*
286. **[Collaborative Dialogue in Minecraft](https://md.research.elamur.ai/free/en/papers/chen-2019-collaborative-dialogue-minecraft/)**Anjali Narayan-Chen, Prashant Jayannavar, Julia Hockenmaier*55 citations · our summary*
287. **[Cross-Lingual Training for Automatic Question Generation ↗](https://aclanthology.org/P19-1481/)**Vishwajeet Kumar, Nitish Joshi, Arijit Mukherjee et al.*55 citations*
288. **[Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings ↗](https://aclanthology.org/P19-1313/)**Matthew Le, Stephen Roller, Laetitia Papaxanthos et al.*55 citations*
289. **[Argument Generation with Retrieval, Planning, and Realization](https://md.research.elamur.ai/free/en/papers/hua-2019-argument-generation-retrieval-planning-realization/)**Xinyu Hua, Zhe Hu, Lu Wang*54 citations · our summary*
290. **[Exact Hard Monotonic Attention for Character-Level Transduction](https://md.research.elamur.ai/free/en/papers/wu-2019-exact-hard-monotonic-attention-character/)**Shijie Wu, Ryan Cotterell*54 citations · our summary*
291. **[Lattice Transformer for Speech Translation ↗](https://aclanthology.org/P19-1649/)**Pei Zhang, Niyu Ge, Boxing Chen et al.*54 citations*
292. **[Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension ↗](https://aclanthology.org/P19-1221/)**Minghao Hu, Yuxing Peng, Zhen Huang et al.*54 citations*
293. **[This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation ↗](https://aclanthology.org/P19-1043/)**Rui Zhang, Joel Tetreault*54 citations*
294. **[CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication ↗](https://aclanthology.org/P19-1651/)**Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen et al.*53 citations*
295. **[Expressing Visual Relationships via Language ↗](https://aclanthology.org/P19-1182/)**Hao Tan, Franck Dernoncourt, Zhe Lin et al.*53 citations*
296. **[Fine-Grained Temporal Relation Extraction ↗](https://aclanthology.org/P19-1280/)**Siddharth Vashishtha, Benjamin Van Durme, Aaron Steven White*52 citations*
297. **[Matching Article Pairs with Graphical Decomposition and Convolutions ↗](https://aclanthology.org/P19-1632/)**Bang Liu, Di Niu, Haojie Wei et al.*52 citations*
298. **[Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes ↗](https://aclanthology.org/P19-1563/)**Jie Cao, Michael Tanana, Zac Imel et al.*52 citations*
299. **[Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization ↗](https://aclanthology.org/P19-1098/)**Sangwoo Cho, Logan Lebanoff, Hassan Foroosh et al.*51 citations*
300. **[Label-Agnostic Sequence Labeling by Copying Nearest Neighbors ↗](https://aclanthology.org/P19-1533/)**Sam Wiseman, Karl Stratos*51 citations*

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