---
title: "ACL 2019 — all accepted papers, page 4 — the most cited first"
description: "All 703 papers of ACL 2019 · page 4 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 4 of 8 · the most cited first · [← ACL 2019](https://md.research.elamur.ai/free/en/venues/acl/2019/)

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301. **[Leveraging Local and Global Patterns for Self-Attention Networks ↗](https://aclanthology.org/P19-1295/)**Mingzhou Xu, Derek F. Wong, Baosong Yang et al.*51 citations*
302. **[Syntax-Infused Variational Autoencoder for Text Generation ↗](https://aclanthology.org/P19-1199/)**Xinyuan Zhang, Yi Yang, Siyang Yuan et al.*51 citations*
303. **[Word2Sense: Sparse Interpretable Word Embeddings ↗](https://aclanthology.org/P19-1570/)**Abhishek Panigrahi, Harsha Vardhan Simhadri, Chiranjib Bhattacharyya*51 citations*
304. **[\#YouToo? Detection of Personal Recollections of Sexual Harassment on Social Media ↗](https://aclanthology.org/P19-1241/)**Arijit Ghosh Chowdhury, Ramit Sawhney, Rajiv Ratn Shah et al.*51 citations*
305. **[Compositional Semantic Parsing across Graphbanks ↗](https://aclanthology.org/P19-1450/)**Matthias Lindemann, Jonas Groschwitz, Alexander Koller*50 citations*
306. **[Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation ↗](https://aclanthology.org/P19-1269/)**Nitika Mathur, Timothy Baldwin, Trevor Cohn*50 citations*
307. **[Robust Neural Machine Translation with Joint Textual and Phonetic Embedding ↗](https://aclanthology.org/P19-1291/)**Hairong Liu, Mingbo Ma, Liang Huang et al.*50 citations*
308. **[Semantic Parsing with Dual Learning ↗](https://aclanthology.org/P19-1007/)**Ruisheng Cao, Su Zhu, Chen Liu et al.*50 citations*
309. **[Studying Summarization Evaluation Metrics in the Appropriate Scoring Range ↗](https://aclanthology.org/P19-1502/)**Maxime Peyrard*50 citations*
310. **[Inducing Document Structure for Aspect-based Summarization ↗](https://aclanthology.org/P19-1630/)**Lea Frermann, Alexandre Klementiev*49 citations*
311. **[Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System ↗](https://aclanthology.org/P19-3005/)**Zhipeng Guo, Xiaoyuan Yi, Maosong Sun et al. · System Demonstrations*49 citations*
312. **[Learning to Control the Fine-grained Sentiment for Story Ending Generation ↗](https://aclanthology.org/P19-1603/)**Fuli Luo, Damai Dai, Pengcheng Yang et al.*49 citations*
313. **[Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models ↗](https://aclanthology.org/P19-1200/)**Dinghan Shen, Asli Celikyilmaz, Yizhe Zhang et al.*49 citations*
314. **[Bilingual Lexicon Induction through Unsupervised Machine Translation ↗](https://aclanthology.org/P19-1494/)**Mikel Artetxe, Gorka Labaka, Eneko Agirre*48 citations*
315. **[Generating Question Relevant Captions to Aid Visual Question Answering ↗](https://aclanthology.org/P19-1348/)**Jialin Wu, Zeyuan Hu, Raymond Mooney*48 citations*
316. **[Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark ↗](https://aclanthology.org/P19-1449/)**Nikita Nangia, Samuel R. Bowman*48 citations*
317. **[A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer ↗](https://aclanthology.org/P19-1482/)**Chen Wu, Xuancheng Ren, Fuli Luo et al.*47 citations*
318. **[Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models ↗](https://aclanthology.org/P19-1405/)**Ruibo Wang, Jihong Li*47 citations*
319. **[Context-aware Embedding for Targeted Aspect-based Sentiment Analysis ↗](https://aclanthology.org/P19-1462/)**Bin Liang, Jiachen Du, Ruifeng Xu et al.*47 citations*
320. **[Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ↗](https://aclanthology.org/P19-1082/)**Daya Guo, Duyu Tang, Nan Duan et al.*47 citations*
321. **[Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension ↗](https://aclanthology.org/P19-1261/)**Yichen Jiang, Nitish Joshi, Yen-Chun Chen et al.*47 citations*
322. **[Lattice-Based Transformer Encoder for Neural Machine Translation ↗](https://aclanthology.org/P19-1298/)**Fengshun Xiao, Jiangtong Li, Hai Zhao et al.*47 citations*
323. **[Syntactically Supervised Transformers for Faster Neural Machine Translation ↗](https://aclanthology.org/P19-1122/)**Nader Akoury, Kalpesh Krishna, Mohit Iyyer*47 citations*
324. **[Boosting Entity Linking Performance by Leveraging Unlabeled Documents ↗](https://aclanthology.org/P19-1187/)**Phong Le, Ivan Titov*46 citations*
325. **[Dynamically Composing Domain-Data Selection with Clean-Data Selection by “Co-Curricular Learning” for Neural Machine Translation ↗](https://aclanthology.org/P19-1123/)**Wei Wang, Isaac Caswell, Ciprian Chelba*46 citations*
326. **[Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings ↗](https://aclanthology.org/P19-1474/)**Rami Aly, Shantanu Acharya, Alexander Ossa et al.*46 citations*
327. **[Exploiting Explicit Paths for Multi-hop Reading Comprehension ↗](https://aclanthology.org/P19-1263/)**Souvik Kundu, Tushar Khot, Ashish Sabharwal et al.*46 citations*
328. **[HEAD-QA: A Healthcare Dataset for Complex Reasoning](https://md.research.elamur.ai/free/en/papers/vilares-2019-head-qa-healthcare-dataset-complex/)**David Vilares, Carlos Gómez-Rodríguez*46 citations · our summary*
329. **[Improving Abstractive Document Summarization with Salient Information Modeling ↗](https://aclanthology.org/P19-1205/)**Yongjian You, Weijia Jia, Tianyi Liu et al.*46 citations*
330. **[Incorporating Linguistic Constraints into Keyphrase Generation ↗](https://aclanthology.org/P19-1515/)**Jing Zhao, Yuxiang Zhang*46 citations*
331. **[Learning to Ask Unanswerable Questions for Machine Reading Comprehension ↗](https://aclanthology.org/P19-1415/)**Haichao Zhu, Li Dong, Furu Wei et al.*46 citations*
332. **[Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market Comments ↗](https://aclanthology.org/P19-1635/)**Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura et al.*46 citations*
333. **[Retrieval-Enhanced Adversarial Training for Neural Response Generation ↗](https://aclanthology.org/P19-1366/)**Qingfu Zhu, Lei Cui, Wei-Nan Zhang et al.*46 citations*
334. **[Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings ↗](https://aclanthology.org/P19-1036/)**Zied Haj-Yahia, Adrien Sieg, Léa A. Deleris*45 citations*
335. **[Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization ↗](https://aclanthology.org/P19-1307/)**Mozhi Zhang, Keyulu Xu, Ken-ichi Kawarabayashi et al.*44 citations*
336. **[Complex Question Decomposition for Semantic Parsing ↗](https://aclanthology.org/P19-1440/)**Haoyu Zhang, Jingjing Cai, Jianjun Xu et al.*44 citations*
337. **[Empirical Linguistic Study of Sentence Embeddings ↗](https://aclanthology.org/P19-1573/)**Katarzyna Krasnowska-Kieraś, Alina Wróblewska*44 citations*
338. **[Multimodal and Multi-view Models for Emotion Recognition ↗](https://aclanthology.org/P19-1095/)**Gustavo Aguilar, Viktor Rozgic, Weiran Wang et al.*44 citations*
339. **[PaperRobot: Incremental Draft Generation of Scientific Ideas ↗](https://aclanthology.org/P19-1191/)**Qingyun Wang, Lifu Huang, Zhiying Jiang et al.*44 citations*
340. **[Self-Attentional Models for Lattice Inputs ↗](https://aclanthology.org/P19-1115/)**Matthias Sperber, Graham Neubig, Ngoc-Quan Pham et al.*44 citations*
341. **[Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation ↗](https://aclanthology.org/P19-1027/)**Benjamin Heinzerling, Michael Strube*44 citations*
342. **[Complex Word Identification as a Sequence Labelling Task ↗](https://aclanthology.org/P19-1109/)**Sian Gooding, Ekaterina Kochmar*43 citations*
343. **[Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ↗](https://aclanthology.org/P19-1429/)**Yaojie Lu, Hongyu Lin, Xianpei Han et al.*43 citations*
344. **[End-to-end Deep Reinforcement Learning Based Coreference Resolution](https://md.research.elamur.ai/free/en/papers/fei-2019-end-end-deep-reinforcement-learning/)**Hongliang Fei, Xu Li, Dingcheng Li et al.*43 citations · our summary*
345. **[Explicit Utilization of General Knowledge in Machine Reading Comprehension ↗](https://aclanthology.org/P19-1219/)**Chao Wang, Hui Jiang*43 citations*
346. **[Exploring Numeracy in Word Embeddings ↗](https://aclanthology.org/P19-1329/)**Aakanksha Naik, Abhilasha Ravichander, Carolyn Rose et al.*43 citations*
347. **[Generating Question-Answer Hierarchies ↗](https://aclanthology.org/P19-1224/)**Kalpesh Krishna, Mohit Iyyer*43 citations*
348. **[Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling ↗](https://aclanthology.org/P19-1480/)**Yifan Gao, Piji Li, Irwin King et al.*43 citations*
349. **[RankQA: Neural Question Answering with Answer Re-Ranking ↗](https://aclanthology.org/P19-1611/)**Bernhard Kratzwald, Anna Eigenmann, Stefan Feuerriegel*43 citations*
350. **[Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation ↗](https://aclanthology.org/P19-1119/)**Haipeng Sun, Rui Wang, Kehai Chen et al.*43 citations*
351. **[Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model ↗](https://aclanthology.org/P19-1479/)**Wei Li, Jingjing Xu, Yancheng He et al.*42 citations*
352. **[Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ↗](https://aclanthology.org/P19-1130/)**Wei Ye, Bo Li, Rui Xie et al.*42 citations*
353. **[Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation ↗](https://aclanthology.org/P19-1197/)**Shuming Ma, Pengcheng Yang, Tianyu Liu et al.*42 citations*
354. **[Large Dataset and Language Model Fun-Tuning for Humor Recognition ↗](https://aclanthology.org/P19-1394/)**Vladislav Blinov, Valeria Bolotova-Baranova, Pavel Braslavski*42 citations*
355. **[Learning to Abstract for Memory-augmented Conversational Response Generation ↗](https://aclanthology.org/P19-1371/)**Zhiliang Tian, Wei Bi, Xiaopeng Li et al.*42 citations*
356. **[Multi-Relational Script Learning for Discourse Relations](https://md.research.elamur.ai/free/en/papers/lee-2019-multi-relational-script-learning-discourse/)**I-Ta Lee, Dan Goldwasser*42 citations · our summary*
357. **[Robust Representation Learning of Biomedical Names ↗](https://aclanthology.org/P19-1317/)**Minh C. Phan, Aixin Sun, Yi Tay*42 citations*
358. **[TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks ↗](https://aclanthology.org/P19-1204/)**Guy Lev, Michal Shmueli-Scheuer, Jonathan Herzig et al.*42 citations*
359. **[Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ↗](https://aclanthology.org/P19-3027/)**Zhiting Hu, Haoran Shi, Bowen Tan et al. · System Demonstrations*42 citations*
360. **[Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates ↗](https://aclanthology.org/P19-1463/)**Shohreh Haddadan, Elena Cabrio, Serena Villata*42 citations*
361. **[Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization ↗](https://aclanthology.org/P19-1501/)**Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis*41 citations*
362. **[Finding Your Voice: The Linguistic Development of Mental Health Counselors ↗](https://aclanthology.org/P19-1089/)**Justine Zhang, Robert Filbin, Christine Morrison et al.*41 citations*
363. **[Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures](https://md.research.elamur.ai/free/en/papers/veyseh-2019-graph-based-neural-networks-event/)**Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou*41 citations · our summary*
364. **[MOROCO: The Moldavian and Romanian Dialectal Corpus ↗](https://aclanthology.org/P19-1068/)**Andrei Butnaru, Radu Tudor Ionescu*41 citations*
365. **[The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution](https://md.research.elamur.ai/free/en/papers/emami-2019-knowref-coreference-corpus-removing-gender/)**Ali Emami, Paul Trichelair, Adam Trischler et al.*41 citations · our summary*
366. **[A Compact and Language-Sensitive Multilingual Translation Method ↗](https://aclanthology.org/P19-1117/)**Yining Wang, Long Zhou, Jiajun Zhang et al.*40 citations*
367. **[An Empirical Study of Span Representations in Argumentation Structure Parsing ↗](https://aclanthology.org/P19-1464/)**Tatsuki Kuribayashi, Hiroki Ouchi, Naoya Inoue et al.*40 citations*
368. **[Distant Learning for Entity Linking with Automatic Noise Detection ↗](https://aclanthology.org/P19-1400/)**Phong Le, Ivan Titov*40 citations*
369. **[Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ↗](https://aclanthology.org/P19-1306/)**Rui Zhang, Caitlin Westerfield, Sungrok Shim et al.*40 citations*
370. **[Modeling Financial Analysts' Decision Making via the Pragmatics and Semantics of Earnings Calls ↗](https://aclanthology.org/P19-1047/)**Katherine A. Keith, Amanda Stent*40 citations*
371. **[Continual and Multi-Task Architecture Search ↗](https://aclanthology.org/P19-1185/)**Ramakanth Pasunuru, Mohit Bansal*39 citations*
372. **[Crowdsourcing and Validating Event-focused Emotion Corpora for German and English ↗](https://aclanthology.org/P19-1391/)**Enrica Troiano, Sebastian Padó, Roman Klinger*39 citations*
373. **[Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation ↗](https://aclanthology.org/P19-1179/)**Elizabeth Salesky, Matthias Sperber, Alan W Black*39 citations*
374. **[Is Word Segmentation Child's Play in All Languages? ↗](https://aclanthology.org/P19-1383/)**Georgia R. Loukatou, Steven Moran, Damian Blasi et al.*39 citations*
375. **[Reinforced Dynamic Reasoning for Conversational Question Generation ↗](https://aclanthology.org/P19-1203/)**Boyuan Pan, Hao Li, Ziyu Yao et al.*39 citations*
376. **[Reinforced Training Data Selection for Domain Adaptation ↗](https://aclanthology.org/P19-1189/)**Miaofeng Liu, Yan Song, Hongbin Zou et al.*39 citations*
377. **[Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ↗](https://aclanthology.org/P19-1288/)**Chenze Shao, Yang Feng, Jinchao Zhang et al.*39 citations*
378. **[Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References ↗](https://aclanthology.org/P19-1372/)**Lisong Qiu, Juntao Li, Wei Bi et al.*38 citations*
379. **[Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network ↗](https://aclanthology.org/P19-1345/)**Jingjing Wang, Changlong Sun, Shoushan Li et al.*38 citations*
380. **[Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables ↗](https://aclanthology.org/P19-1549/)**Lei Shen, Yang Feng, Haolan Zhan*38 citations*
381. **[Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders ↗](https://aclanthology.org/P19-1297/)**Sukanta Sen, Kamal Kumar Gupta, Asif Ekbal et al.*38 citations*
382. **[Transforming Complex Sentences into a Semantic Hierarchy ↗](https://aclanthology.org/P19-1333/)**Christina Niklaus, Matthias Cetto, André Freitas et al.*38 citations*
383. **[Women's Syntactic Resilience and Men's Grammatical Luck: Gender-Bias in Part-of-Speech Tagging and Dependency Parsing ↗](https://aclanthology.org/P19-1339/)**Aparna Garimella, Carmen Banea, Dirk Hovy et al.*38 citations*
384. **[A Cross-Domain Transferable Neural Coherence Model ↗](https://aclanthology.org/P19-1067/)**Peng Xu, Hamidreza Saghir, Jin Sung Kang et al.*37 citations*
385. **[Effective Adversarial Regularization for Neural Machine Translation ↗](https://aclanthology.org/P19-1020/)**Motoki Sato, Jun Suzuki, Shun Kiyono*37 citations*
386. **[Generating Logical Forms from Graph Representations of Text and Entities ↗](https://aclanthology.org/P19-1010/)**Peter Shaw, Philip Massey, Angelica Chen et al.*37 citations*
387. **[Informative Image Captioning with External Sources of Information ↗](https://aclanthology.org/P19-1650/)**Sanqiang Zhao, Piyush Sharma, Tomer Levinboim et al.*37 citations*
388. **[Joint Entity Extraction and Assertion Detection for Clinical Text ↗](https://aclanthology.org/P19-1091/)**Parminder Bhatia, Busra Celikkaya, Mohammed Khalilia*37 citations*
389. **[Tree Communication Models for Sentiment Analysis ↗](https://aclanthology.org/P19-1342/)**Yuan Zhang, Yue Zhang*37 citations*
390. **[A Working Memory Model for Task-oriented Dialog Response Generation ↗](https://aclanthology.org/P19-1258/)**Xiuyi Chen, Jiaming Xu, Bo Xu*36 citations*
391. **[Assessing the Ability of Self-Attention Networks to Learn Word Order ↗](https://aclanthology.org/P19-1354/)**Baosong Yang, Longyue Wang, Derek F. Wong et al.*36 citations*
392. **[Budgeted Policy Learning for Task-Oriented Dialogue Systems ↗](https://aclanthology.org/P19-1364/)**Zhirui Zhang, Xiujun Li, Jianfeng Gao et al.*36 citations*
393. **[Depth Growing for Neural Machine Translation ↗](https://aclanthology.org/P19-1558/)**Lijun Wu, Yiren Wang, Yingce Xia et al.*36 citations*
394. **[Global Optimization under Length Constraint for Neural Text Summarization ↗](https://aclanthology.org/P19-1099/)**Takuya Makino, Tomoya Iwakura, Hiroya Takamura et al.*36 citations*
395. **[Towards Fine-grained Text Sentiment Transfer ↗](https://aclanthology.org/P19-1194/)**Fuli Luo, Peng Li, Pengcheng Yang et al.*36 citations*
396. **[Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking ↗](https://aclanthology.org/P19-1206/)**Masaru Isonuma, Junichiro Mori, Ichiro Sakata*36 citations*
397. **[A Multi-Task Architecture on Relevance-based Neural Query Translation ↗](https://aclanthology.org/P19-1639/)**Sheikh Muhammad Sarwar, Hamed Bonab, James Allan*35 citations*
398. **[HighRES: Highlight-based Reference-less Evaluation of Summarization ↗](https://aclanthology.org/P19-1330/)**Hardy, Shashi Narayan, Andreas Vlachos*35 citations*
399. **[Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions ↗](https://aclanthology.org/P19-1112/)**Amirreza Shirani, Franck Dernoncourt, Paul Asente et al.*35 citations*
400. **[Semi-supervised Domain Adaptation for Dependency Parsing ↗](https://aclanthology.org/P19-1229/)**Zhenghua Li, Xue Peng, Min Zhang et al.*35 citations*

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