---
title: "ACL 2019 — all accepted papers, page 5 — the most cited first"
description: "All 703 papers of ACL 2019 · page 5 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 5 of 8 · the most cited first · [← ACL 2019](https://md.research.elamur.ai/free/en/venues/acl/2019/)

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401. **[Shared-Private Bilingual Word Embeddings for Neural Machine Translation ↗](https://aclanthology.org/P19-1352/)**Xuebo Liu, Derek F. Wong, Yang Liu et al.*35 citations*
402. **[Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation ↗](https://aclanthology.org/P19-1591/)**Yftah Ziser, Roi Reichart*35 citations*
403. **[Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses ↗](https://aclanthology.org/P19-1133/)**Étienne Simon, Vincent Guigue, Benjamin Piwowarski*35 citations*
404. **[What Should I Ask? Using Conversationally Informative Rewards for Goal-oriented Visual Dialog. ↗](https://aclanthology.org/P19-1646/)**Pushkar Shukla, Carlos Elmadjian, Richika Sharan et al.*35 citations*
405. **[AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging ↗](https://aclanthology.org/P19-3010/)**Bill Yuchen Lin, Dong-Ho Lee, Frank F. Xu et al. · System Demonstrations*34 citations*
406. **[Attention Is (not) All You Need for Commonsense Reasoning ↗](https://aclanthology.org/P19-1477/)**Tassilo Klein, Moin Nabi*34 citations*
407. **[Attention-based Conditioning Methods for External Knowledge Integration ↗](https://aclanthology.org/P19-1385/)**Katerina Margatina, Christos Baziotis, Alexandros Potamianos*34 citations*
408. **[Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings](https://md.research.elamur.ai/free/en/papers/nguyen-2019-employing-correspondence-relations-connectives-identify/)**Linh The Nguyen, Linh Van Ngo, Khoat Than et al.*34 citations · our summary*
409. **[Neural Response Generation with Meta-words ↗](https://aclanthology.org/P19-1538/)**Can Xu, Wei Wu, Chongyang Tao et al.*34 citations*
410. **[Storyboarding of Recipes: Grounded Contextual Generation ↗](https://aclanthology.org/P19-1606/)**Khyathi Chandu, Eric Nyberg, Alan W Black*34 citations*
411. **[An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese ↗](https://aclanthology.org/P19-1458/)**Enkhbold Bataa, Joshua Wu*33 citations*
412. **[Detecting Subevents using Discourse and Narrative Features](https://md.research.elamur.ai/free/en/papers/aldawsari-2019-detecting-subevents-discourse-narrative-features/)**Mohammed Aldawsari, Mark Finlayson*33 citations · our summary*
413. **[Generating Diverse Translations with Sentence Codes ↗](https://aclanthology.org/P19-1177/)**Raphael Shu, Hideki Nakayama, Kyunghyun Cho*33 citations*
414. **[Learning to Select, Track, and Generate for Data-to-Text ↗](https://aclanthology.org/P19-1202/)**Hayate Iso, Yui Uehara, Tatsuya Ishigaki et al.*33 citations*
415. **[Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models ↗](https://aclanthology.org/P19-1403/)**Xiaolei Huang, Michael J. Paul*33 citations*
416. **[Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering ↗](https://aclanthology.org/P19-1350/)**Claudio Greco, Barbara Plank, Raquel Fernández et al.*33 citations*
417. **[A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning ↗](https://aclanthology.org/P19-1292/)**Gonçalo M. Correia, André F. T. Martins*32 citations*
418. **[Just “OneSeC” for Producing Multilingual Sense-Annotated Data ↗](https://aclanthology.org/P19-1069/)**Bianca Scarlini, Tommaso Pasini, Roberto Navigli*32 citations*
419. **[Misleading Failures of Partial-input Baselines ↗](https://aclanthology.org/P19-1554/)**Shi Feng, Eric Wallace, Jordan Boyd-Graber*32 citations*
420. **[Modeling Semantic Compositionality with Sememe Knowledge ↗](https://aclanthology.org/P19-1571/)**Fanchao Qi, Junjie Huang, Chenghao Yang et al.*32 citations*
421. **[Adversarial Attention Modeling for Multi-dimensional Emotion Regression ↗](https://aclanthology.org/P19-1045/)**Suyang Zhu, Shoushan Li, Guodong Zhou*31 citations*
422. **[Dual Supervised Learning for Natural Language Understanding and Generation ↗](https://aclanthology.org/P19-1545/)**Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen*31 citations*
423. **[Neural Decipherment via Minimum-Cost Flow: From Ugaritic to Linear B](https://md.research.elamur.ai/free/en/papers/luo-2019-neural-decipherment-minimum-cost-flow/)**Jiaming Luo, Yuan Cao, Regina Barzilay*31 citations · our summary*
424. **[Putting Words in Context: LSTM Language Models and Lexical Ambiguity ↗](https://aclanthology.org/P19-1324/)**Laura Aina, Kristina Gulordava, Gemma Boleda*31 citations*
425. **[Simple and Effective Paraphrastic Similarity from Parallel Translations ↗](https://aclanthology.org/P19-1453/)**John Wieting, Kevin Gimpel, Graham Neubig et al.*31 citations*
426. **[VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions ↗](https://aclanthology.org/P19-1654/)**Pranava Madhyastha, Josiah Wang, Lucia Specia*31 citations*
427. **[Deep Bayesian Natural Language Processing ↗](https://aclanthology.org/P19-4006/)**Jen-Tzung Chien · Tutorial Abstracts*30 citations*
428. **[Interpretable Neural Predictions with Differentiable Binary Variables](https://md.research.elamur.ai/free/en/papers/bastings-2019-interpretable-neural-predictions-differentiable-binary/)**Jasmijn Bastings, Wilker Aziz, Ivan Titov*30 citations · our summary*
429. **[Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning ↗](https://aclanthology.org/P19-1572/)**Edwin Simpson, Erik-Lân Do Dinh, Tristan Miller et al.*30 citations*
430. **[SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage ↗](https://aclanthology.org/P19-3004/)**Elizabeth Boschee, Joel Barry, Jayadev Billa et al. · System Demonstrations*30 citations*
431. **[Self-Supervised Neural Machine Translation ↗](https://aclanthology.org/P19-1178/)**Dana Ruiter, Cristina España-Bonet, Josef van Genabith*30 citations*
432. **[Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records ↗](https://aclanthology.org/P19-1584/)**Max Friedrich, Arne Köhn, Gregor Wiedemann et al.*29 citations*
433. **[Interpretable Question Answering on Knowledge Bases and Text ↗](https://aclanthology.org/P19-1488/)**Alona Sydorova, Nina Poerner, Benjamin Roth*29 citations*
434. **[Negative Lexically Constrained Decoding for Paraphrase Generation ↗](https://aclanthology.org/P19-1607/)**Tomoyuki Kajiwara*29 citations*
435. **[Neural Machine Translation with Reordering Embeddings ↗](https://aclanthology.org/P19-1174/)**Kehai Chen, Rui Wang, Masao Utiyama et al.*29 citations*
436. **[Ordinal and Attribute Aware Response Generation in a Multimodal Dialogue System ↗](https://aclanthology.org/P19-1540/)**Hardik Chauhan, Mauajama Firdaus, Asif Ekbal et al.*29 citations*
437. **[CogNet: A Large-Scale Cognate Database ↗](https://aclanthology.org/P19-1302/)**Khuyagbaatar Batsuren, Gabor Bella, Fausto Giunchiglia*28 citations*
438. **[Knowledge-aware Pronoun Coreference Resolution](https://md.research.elamur.ai/free/en/papers/zhang-2019-knowledge-aware-pronoun-coreference-resolution/)**Hongming Zhang, Yan Song, Yangqiu Song et al.*28 citations · our summary*
439. **[Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering ↗](https://aclanthology.org/P19-1616/)**Peng Wu, Shujian Huang, Rongxiang Weng et al.*28 citations*
440. **[Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table ↗](https://aclanthology.org/P19-1037/)**Matthew Shardlow, Raheel Nawaz*28 citations*
441. **[Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation ↗](https://aclanthology.org/P19-1192/)**Zhiqiang Liu, Zuohui Fu, Jie Cao et al.*28 citations*
442. **[SemBleu: A Robust Metric for AMR Parsing Evaluation ↗](https://aclanthology.org/P19-1446/)**Linfeng Song, Daniel Gildea*28 citations*
443. **[Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension ↗](https://aclanthology.org/P19-1347/)**Daesik Kim, Seonhoon Kim, Nojun Kwak*28 citations*
444. **[Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models ↗](https://aclanthology.org/P19-1300/)**Takashi Wada, Tomoharu Iwata, Yuji Matsumoto*28 citations*
445. **[Cross-Sentence Grammatical Error Correction ↗](https://aclanthology.org/P19-1042/)**Shamil Chollampatt, Weiqi Wang, Hwee Tou Ng*27 citations*
446. **[DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction ↗](https://aclanthology.org/P19-1137/)**Shun Zheng, Xu Han, Yankai Lin et al.*27 citations*
447. **[Entity-Centric Contextual Affective Analysis ↗](https://aclanthology.org/P19-1243/)**Anjalie Field, Yulia Tsvetkov*27 citations*
448. **[Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems ↗](https://aclanthology.org/P19-1370/)**Jiazhan Feng, Chongyang Tao, Wei Wu et al.*27 citations*
449. **[MoNoise: A Multi-lingual and Easy-to-use Lexical Normalization Tool ↗](https://aclanthology.org/P19-3032/)**Rob van der Goot · System Demonstrations*27 citations*
450. **[Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings ↗](https://aclanthology.org/P19-1574/)**Yadollah Yaghoobzadeh, Katharina Kann, T. J. Hazen et al.*27 citations*
451. **[SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition ↗](https://aclanthology.org/P19-1071/)**Hongming Zhang, Hantian Ding, Yangqiu Song*27 citations*
452. **[Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation ↗](https://aclanthology.org/P19-1583/)**Xinyi Wang, Graham Neubig*27 citations*
453. **[Towards Automating Healthcare Question Answering in a Noisy Multilingual Low-Resource Setting ↗](https://aclanthology.org/P19-1090/)**Jeanne E. Daniel, Willie Brink, Ryan Eloff et al.*27 citations*
454. **[Unsupervised Parallel Sentence Extraction with Parallel Segment Detection Helps Machine Translation ↗](https://aclanthology.org/P19-1118/)**Viktor Hangya, Alexander Fraser*27 citations*
455. **[Give Me More Feedback II: Annotating Thesis Strength and Related Attributes in Student Essays ↗](https://aclanthology.org/P19-1390/)**Zixuan Ke, Hrishikesh Inamdar, Hui Lin et al.*26 citations*
456. **[NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit ↗](https://aclanthology.org/P19-3015/)**Liqun Liu, Funan Mu, Pengyu Li et al. · System Demonstrations*26 citations*
457. **[Simple Unsupervised Summarization by Contextual Matching ↗](https://aclanthology.org/P19-1503/)**Jiawei Zhou, Alexander Rush*26 citations*
458. **[Computational Analysis of Political Texts: Bridging Research Efforts Across Communities ↗](https://aclanthology.org/P19-4004/)**Goran Glavaš, Federico Nanni, Simone Paolo Ponzetto · Tutorial Abstracts*25 citations*
459. **[Cross-Domain Generalization of Neural Constituency Parsers](https://md.research.elamur.ai/free/en/papers/fried-2019-cross-domain-generalization-neural-constituency/)**Daniel Fried, Nikita Kitaev, Dan Klein*25 citations · our summary*
460. **[Evaluating Discourse in Structured Text Representations ↗](https://aclanthology.org/P19-1062/)**Elisa Ferracane, Greg Durrett, Junyi Jessy Li et al.*25 citations*
461. **[Exploiting Sentential Context for Neural Machine Translation ↗](https://aclanthology.org/P19-1624/)**Xing Wang, Zhaopeng Tu, Longyue Wang et al.*25 citations*
462. **[Improving Visual Question Answering by Referring to Generated Paragraph Captions ↗](https://aclanthology.org/P19-1351/)**Hyounghun Kim, Mohit Bansal*25 citations*
463. **[Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies ↗](https://aclanthology.org/P19-1232/)**Shuhei Kurita, Anders Søgaard*25 citations*
464. **[Unsupervised Learning of PCFGs with Normalizing Flow ↗](https://aclanthology.org/P19-1234/)**Lifeng Jin, Finale Doshi-Velez, Timothy Miller et al.*25 citations*
465. **[Unsupervised Pivot Translation for Distant Languages ↗](https://aclanthology.org/P19-1017/)**Yichong Leng, Xu Tan, Tao Qin et al.*25 citations*
466. **[Boosting Dialog Response Generation ↗](https://aclanthology.org/P19-1005/)**Wenchao Du, Alan W Black*24 citations*
467. **[Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections ↗](https://aclanthology.org/P19-1311/)**Junxian He, Zhisong Zhang, Taylor Berg-Kirkpatrick et al.*24 citations*
468. **[Discourse Analysis and Its Applications ↗](https://aclanthology.org/P19-4003/)**Shafiq Joty, Giuseppe Carenini, Raymond Ng et al. · Tutorial Abstracts*24 citations*
469. **[Graph-Based Meaning Representations: Design and Processing ↗](https://aclanthology.org/P19-4002/)**Alexander Koller, Stephan Oepen, Weiwei Sun · Tutorial Abstracts*24 citations*
470. **[How to Best Use Syntax in Semantic Role Labelling ↗](https://aclanthology.org/P19-1529/)**Yufei Wang, Mark Johnson, Stephen Wan et al.*24 citations*
471. **[Incremental Learning from Scratch for Task-Oriented Dialogue Systems ↗](https://aclanthology.org/P19-1361/)**Weikang Wang, Jiajun Zhang, Qian Li et al.*24 citations*
472. **[Open Vocabulary Learning for Neural Chinese Pinyin IME ↗](https://aclanthology.org/P19-1154/)**Zhuosheng Zhang, Yafang Huang, Hai Zhao*24 citations*
473. **[Reliability-aware Dynamic Feature Composition for Name Tagging ↗](https://aclanthology.org/P19-1016/)**Ying Lin, Liyuan Liu, Heng Ji et al.*24 citations*
474. **[The Language of Legal and Illegal Activity on the Darknet ↗](https://aclanthology.org/P19-1419/)**Leshem Choshen, Dan Eldad, Daniel Hershcovich et al.*24 citations*
475. **[Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese](https://md.research.elamur.ai/free/en/papers/xu-2019-topic-tensor-network-implicit-discourse/)**Sheng Xu, Peifeng Li, Fang Kong et al.*24 citations · our summary*
476. **[Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models ↗](https://aclanthology.org/P19-1637/)**Varun Kumar, Alison Smith-Renner, Leah Findlater et al.*24 citations*
477. **[Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning ↗](https://aclanthology.org/P19-1652/)**Zhihao Fan, Zhongyu Wei, Siyuan Wang et al.*23 citations*
478. **[Celebrity Profiling ↗](https://aclanthology.org/P19-1249/)**Matti Wiegmann, Benno Stein, Martin Potthast*23 citations*
479. **[Curate and Generate: A Corpus and Method for Joint Control of Semantics and Style in Neural NLG ↗](https://aclanthology.org/P19-1596/)**Shereen Oraby, Vrindavan Harrison, Abteen Ebrahimi et al.*23 citations*
480. **[E3: Entailment-driven Extracting and Editing for Conversational Machine Reading ↗](https://aclanthology.org/P19-1223/)**Victor Zhong, Luke Zettlemoyer*23 citations*
481. **[Learning to Discover, Ground and Use Words with Segmental Neural Language Models ↗](https://aclanthology.org/P19-1645/)**Kazuya Kawakami, Chris Dyer, Phil Blunsom*23 citations*
482. **[Learning to Rank for Plausible Plausibility ↗](https://aclanthology.org/P19-1475/)**Zhongyang Li, Tongfei Chen, Benjamin Van Durme*23 citations*
483. **[Look Harder: A Neural Machine Translation Model with Hard Attention ↗](https://aclanthology.org/P19-1290/)**Sathish Reddy Indurthi, Insoo Chung, Sangha Kim*23 citations*
484. **[Multi-grained Attention with Object-level Grounding for Visual Question Answering ↗](https://aclanthology.org/P19-1349/)**Pingping Huang, Jianhui Huang, Yuqing Guo et al.*23 citations*
485. **[Relating Simple Sentence Representations in Deep Neural Networks and the Brain ↗](https://aclanthology.org/P19-1507/)**Sharmistha Jat, Hao Tang, Partha Talukdar et al.*23 citations*
486. **[Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets ↗](https://aclanthology.org/P19-1435/)**Guanhua Zhang, Bing Bai, Jian Liang et al.*23 citations*
487. **[Token-level Dynamic Self-Attention Network for Multi-Passage Reading Comprehension ↗](https://aclanthology.org/P19-1218/)**Yimeng Zhuang, Huadong Wang*23 citations*
488. **[Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling](https://md.research.elamur.ai/free/en/papers/zalmout-2019-adversarial-multitask-learning-joint-multi/)**Nasser Zalmout, Nizar Habash*22 citations · our summary*
489. **[Argument Invention from First Principles ↗](https://aclanthology.org/P19-1097/)**Yonatan Bilu, Ariel Gera, Daniel Hershcovich et al.*22 citations*
490. **[Bias Analysis and Mitigation in the Evaluation of Authorship Verification ↗](https://aclanthology.org/P19-1634/)**Janek Bevendorff, Matthias Hagen, Benno Stein et al.*22 citations*
491. **[Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates ↗](https://aclanthology.org/P19-1273/)**Sebastian Padó, Andre Blessing, Nico Blokker et al.*22 citations*
492. **[Decompositional Argument Mining: A General Purpose Approach for Argument Graph Construction ↗](https://aclanthology.org/P19-1049/)**Debela Gemechu, Chris Reed*21 citations*
493. **[Discourse Representation Parsing for Sentences and Documents ↗](https://aclanthology.org/P19-1629/)**Jiangming Liu, Shay B. Cohen, Mirella Lapata*21 citations*
494. **[Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection ↗](https://aclanthology.org/P19-1108/)**Adith Iyer, Aditya Joshi, Sarvnaz Karimi et al.*21 citations*
495. **[Heuristic Authorship Obfuscation ↗](https://aclanthology.org/P19-1104/)**Janek Bevendorff, Martin Potthast, Matthias Hagen et al.*21 citations*
496. **[Learning How to Active Learn by Dreaming ↗](https://aclanthology.org/P19-1401/)**Thuy-Trang Vu, Ming Liu, Dinh Phung et al.*21 citations*
497. **[Multi-Task Networks with Universe, Group, and Task Feature Learning ↗](https://aclanthology.org/P19-1079/)**Shiva Pentyala, Mengwen Liu, Markus Dreyer*21 citations*
498. **[Stochastic Tokenization with a Language Model for Neural Text Classification ↗](https://aclanthology.org/P19-1158/)**Tatsuya Hiraoka, Hiroyuki Shindo, Yuji Matsumoto*21 citations*
499. **[You Only Need Attention to Traverse Trees ↗](https://aclanthology.org/P19-1030/)**Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer*21 citations*
500. **[A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy ↗](https://aclanthology.org/P19-1014/)**Genady Beryozkin, Yoel Drori, Oren Gilon et al.*20 citations*

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