---
title: "ACL 2019 — all accepted papers with summaries and citations"
description: "All 703 papers of ACL 2019 · page 1 of 8, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acl/2019/papers/"
---
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# ACL 2019: all accepted papers

703 papers · page 1 of 8 · the most cited first · [← ACL 2019](https://md.research.elamur.ai/free/en/venues/acl/2019/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acl/2019/papers/page/2/) … [8](https://md.research.elamur.ai/free/en/venues/acl/2019/papers/page/8/) [next →](https://md.research.elamur.ai/free/en/venues/acl/2019/papers/page/2/)

1. **[Energy and Policy Considerations for Deep Learning in NLP](https://md.research.elamur.ai/free/en/papers/strubell-2019-energy-policy-considerations-deep-learning/)**Emma Strubell, Ananya Ganesh, Andrew McCallum*3,453 citations · our summary*
2. **[Transformer-XL: Attentive Language Models beyond a Fixed-Length Context ↗](https://aclanthology.org/P19-1285/)**Zihang Dai, Zhilin Yang, Yiming Yang et al.*3,085 citations*
3. **[Multimodal Transformer for Unaligned Multimodal Language Sequences](https://md.research.elamur.ai/free/en/papers/tsai-2019-multimodal-transformer-unaligned-multimodal-language/)**Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang et al.*2,005 citations · our summary*
4. **[ERNIE: Enhanced Language Representation with Informative Entities ↗](https://aclanthology.org/P19-1139/)**Zhengyan Zhang, Xu Han, Zhiyuan Liu et al.*1,440 citations*
5. **[MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations](https://md.research.elamur.ai/free/en/papers/poria-2018-meld-multimodal-multi-party-dataset/)**Soujanya Poria, Devamanyu Hazarika, Navonil Majumder et al.*1,332 citations · our summary*
6. **[How Multilingual is Multilingual BERT?](https://md.research.elamur.ai/free/en/papers/pires-2019-how-multilingual-is-multilingual-bert/)**Telmo Pires, Eva Schlinger, Dan Garrette*1,286 citations · our summary*
7. **[BERT Rediscovers the Classical NLP Pipeline](https://md.research.elamur.ai/free/en/papers/tenney-2019-bert-rediscovers-classical-nlp-pipeline/)**Ian Tenney, Dipanjan Das, Ellie Pavlick*1,259 citations · our summary*
8. **[What Does BERT Learn about the Structure of Language?](https://md.research.elamur.ai/free/en/papers/jawahar-2019-what-does-bert-learn-about/)**Ganesh Jawahar, Benoît Sagot, Djamé Seddah*1,219 citations · our summary*
9. **[Multi-Task Deep Neural Networks for Natural Language Understanding](https://md.research.elamur.ai/free/en/papers/liu-2019-multi-task-deep-neural-networks/)**Xiaodong Liu, Pengcheng He, Weizhu Chen et al.*1,154 citations · our summary*
10. **[Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned](https://md.research.elamur.ai/free/en/papers/voita-2019-analyzing-multi-head-self-attention/)**Elena Voita, David Talbot, Fedor Moiseev et al.*1,111 citations · our summary*
11. **[Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference](https://md.research.elamur.ai/free/en/papers/mccoy-2019-right-wrong-reasons-diagnosing-syntactic/)**R. Thomas McCoy, Ellie Pavlick, Tal Linzen*931 citations · our summary*
12. **[COMET: Commonsense Transformers for Automatic Knowledge Graph Construction](https://md.research.elamur.ai/free/en/papers/bosselut-2019-comet-commonsense-transformers-automatic-knowledge/)**Antoine Bosselut, Hannah Rashkin, Maarten Sap et al.*868 citations · our summary*
13. **[HellaSwag: Can a Machine Really Finish Your Sentence? ↗](https://aclanthology.org/P19-1472/)**Rowan Zellers, Ari Holtzman, Yonatan Bisk et al.*795 citations*
14. **[Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset ↗](https://aclanthology.org/P19-1534/)**Hannah Rashkin, Eric Michael Smith, Margaret Li et al.*771 citations*
15. **[The Risk of Racial Bias in Hate Speech Detection](https://md.research.elamur.ai/free/en/papers/sap-2019-risk-racial-bias-hate-speech/)**Maarten Sap, Dallas Card, Saadia Gabriel et al.*770 citations · our summary*
16. **[Latent Retrieval for Weakly Supervised Open Domain Question Answering](https://md.research.elamur.ai/free/en/papers/lee-2019-latent-retrieval-weakly-supervised-open/)**Kenton Lee, Ming-Wei Chang, Kristina Toutanova*749 citations · our summary*
17. **[Matching the Blanks: Distributional Similarity for Relation Learning](https://md.research.elamur.ai/free/en/papers/soares-2019-matching-blanks-distributional-similarity-relation/)**Livio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling et al.*697 citations · our summary*
18. **[Learning Deep Transformer Models for Machine Translation](https://md.research.elamur.ai/free/en/papers/wang-2019-learning-deep-transformer-models-machine/)**Qiang Wang, Bei Li, Tong Xiao et al.*653 citations · our summary*
19. **[Is Attention Interpretable?](https://md.research.elamur.ai/free/en/papers/serrano-2019-is-attention-interpretable/)**Sofia Serrano, Noah A. Smith*648 citations · our summary*
20. **[Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency](https://md.research.elamur.ai/free/en/papers/ren-2019-generating-natural-language-adversarial-examples/)**Shuhuai Ren, Yihe Deng, Kun He et al.*635 citations · our summary*
21. **[A Multiscale Visualization of Attention in the Transformer Model](https://md.research.elamur.ai/free/en/papers/vig-2019-multiscale-visualization-attention-transformer-model/)**Jesse Vig · System Demonstrations*555 citations · our summary*
22. **[DocRED: A Large-Scale Document-Level Relation Extraction Dataset ↗](https://aclanthology.org/P19-1074/)**Yuan Yao, Deming Ye, Peng Li et al.*524 citations*
23. **[Attention Guided Graph Convolutional Networks for Relation Extraction](https://md.research.elamur.ai/free/en/papers/guo-2019-attention-guided-graph-convolutional-networks/)**Zhijiang Guo, Yan Zhang, Wei Lu*522 citations · our summary*
24. **[Mitigating Gender Bias in Natural Language Processing: Literature Review](https://md.research.elamur.ai/free/en/papers/sun-2019-mitigating-gender-bias-natural-language/)**Tony Sun, Andrew Gaut, Shirlyn Tang et al.*478 citations · our summary*
25. **[A Corpus for Reasoning about Natural Language Grounded in Photographs](https://md.research.elamur.ai/free/en/papers/suhr-2019-corpus-reasoning-natural-language-grounded/)**Alane Suhr, Stephanie Zhou, Ally Zhang et al.*448 citations · our summary*
26. **[GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction](https://md.research.elamur.ai/free/en/papers/fu-2019-graphrel-modeling-text-as-relational/)**Tsu-Jui Fu, Peng-Hsuan Li, Wei-Yun Ma*447 citations · our summary*
27. **[Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model](https://md.research.elamur.ai/free/en/papers/fabbri-2019-multi-news-large-scale-multi/)**Alexander Fabbri, Irene Li, Tianwei She et al.*432 citations · our summary*
28. **[GLTR: Statistical Detection and Visualization of Generated Text](https://md.research.elamur.ai/free/en/papers/gehrmann-2019-gltr-statistical-detection-visualization-generated/)**Sebastian Gehrmann, Hendrik Strobelt, Alexander Rush · System Demonstrations*430 citations · our summary*
29. **[Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems ↗](https://aclanthology.org/P19-1078/)**Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl et al. · 🏆 Outstanding Paper*415 citations*
30. **[Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation ↗](https://aclanthology.org/P19-1444/)**Jiaqi Guo, Zecheng Zhan, Yan Gao et al.*406 citations*
31. **[Probing Neural Network Comprehension of Natural Language Arguments ↗](https://aclanthology.org/P19-1459/)**Timothy Niven, Hung-Yu Kao*388 citations*
32. **[Explain Yourself! Leveraging Language Models for Commonsense Reasoning](https://md.research.elamur.ai/free/en/papers/rajani-2019-explain-yourself-leveraging-language-models/)**Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong et al.*385 citations · our summary*
33. **[HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization](https://md.research.elamur.ai/free/en/papers/zhang-2019-hibert-document-level-pre-training/)**Xingxing Zhang, Furu Wei, Ming Zhou*377 citations · our summary*
34. **[Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion Model](https://md.research.elamur.ai/free/en/papers/cai-2019-multi-modal-sarcasm-detection-twitter/)**Yitao Cai, Huiyu Cai, Xiaojun Wan*377 citations · our summary*
35. **[Exploring Pre-trained Language Models for Event Extraction and Generation](https://md.research.elamur.ai/free/en/papers/yang-2019-exploring-pre-trained-language-models/)**Sen Yang, Dawei Feng, Linbo Qiao et al.*348 citations · our summary*
36. **[Entity-Relation Extraction as Multi-Turn Question Answering](https://md.research.elamur.ai/free/en/papers/li-2019-entity-relation-extraction-as-multi/)**Xiaoya Li, Fan Yin, Zijun Sun et al.*336 citations · our summary*
37. **[Neural News Recommendation with Long- and Short-term User Representations ↗](https://aclanthology.org/P19-1033/)**Mingxiao An, Fangzhao Wu, Chuhan Wu et al.*332 citations*
38. **[Neural Legal Judgment Prediction in English](https://md.research.elamur.ai/free/en/papers/chalkidis-2019-neural-legal-judgment-prediction-english/)**Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras*329 citations · our summary*
39. **[Hierarchical Transformers for Multi-Document Summarization](https://md.research.elamur.ai/free/en/papers/liu-2019-hierarchical-transformers-multi-document-summarization/)**Yang Liu, Mirella Lapata*322 citations · our summary*
40. **[ELI5: Long Form Question Answering](https://md.research.elamur.ai/free/en/papers/fan-2019-eli5-long-form-question-answering/)**Angela Fan, Yacine Jernite, Ethan Perez et al.*317 citations · our summary*
41. **[Neural Architectures for Nested NER through Linearization](https://md.research.elamur.ai/free/en/papers/strakova-2019-neural-architectures-nested-ner-through/)**Jana Straková, Milan Straka, Jan Hajic*309 citations · our summary*
42. **[OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs](https://md.research.elamur.ai/free/en/papers/moon-2019-opendialkg-explainable-conversational-reasoning-attention/)**Seungwhan Moon, Pararth Shah, Anuj Kumar et al.*301 citations · our summary*
43. **[Evaluating Gender Bias in Machine Translation](https://md.research.elamur.ai/free/en/papers/stanovsky-2019-evaluating-gender-bias-machine-translation/)**Gabriel Stanovsky, Noah A. Smith, Luke Zettlemoyer*292 citations · our summary*
44. **[Multi-Channel Graph Neural Network for Entity Alignment ↗](https://aclanthology.org/P19-1140/)**Yixin Cao, Zhiyuan Liu, Chengjiang Li et al.*280 citations*
45. **[Adaptive Attention Span in Transformers](https://md.research.elamur.ai/free/en/papers/sukhbaatar-2019-adaptive-attention-span-transformers/)**Sainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski et al.*279 citations · our summary*
46. **[An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/he-2019-interactive-multi-task-learning-network/)**Ruidan He, Wee Sun Lee, Hwee Tou Ng et al.*277 citations · our summary*
47. **[Combating Adversarial Misspellings with Robust Word Recognition](https://md.research.elamur.ai/free/en/papers/pruthi-2019-combating-adversarial-misspellings-robust-word/)**Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton*275 citations · our summary*
48. **[Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts ↗](https://aclanthology.org/P19-1096/)**Rui Xia, Zixiang Ding · 🏆 Outstanding Paper*269 citations*
49. **[Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference](https://md.research.elamur.ai/free/en/papers/falke-2019-ranking-generated-summaries-correctness-interesting/)**Tobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama et al.*260 citations · our summary*
50. **[Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ↗](https://aclanthology.org/P19-1304/)**Kun Xu, Liwei Wang, Mo Yu et al.*253 citations*
51. **[Disentangled Representation Learning for Non-Parallel Text Style Transfer](https://md.research.elamur.ai/free/en/papers/john-2019-disentangled-representation-learning-non-parallel/)**Vineet John, Lili Mou, Hareesh Bahuleyan et al.*253 citations · our summary*
52. **[Joint Slot Filling and Intent Detection via Capsule Neural Networks](https://md.research.elamur.ai/free/en/papers/zhang-2019-joint-slot-filling-intent-detection/)**Chenwei Zhang, Yaliang Li, Nan Du et al.*253 citations · our summary*
53. **[Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network](https://md.research.elamur.ai/free/en/papers/sahu-2019-inter-sentence-relation-extraction-document/)**Sunil Kumar Sahu, Fenia Christopoulou, Makoto Miwa et al.*248 citations · our summary*
54. **[Dialogue Natural Language Inference](https://md.research.elamur.ai/free/en/papers/welleck-2019-dialogue-natural-language-inference/)**Sean Welleck, Jason Weston, Arthur Szlam et al.*243 citations · our summary*
55. **[Zero-Shot Entity Linking by Reading Entity Descriptions ↗](https://aclanthology.org/P19-1335/)**Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee et al. · 🏆 Outstanding Paper*241 citations*
56. **[Robust Neural Machine Translation with Doubly Adversarial Inputs](https://md.research.elamur.ai/free/en/papers/cheng-2019-robust-neural-machine-translation-doubly/)**Yong Cheng, Lu Jiang, Wolfgang Macherey*227 citations · our summary*
57. **[Towards Multimodal Sarcasm Detection (An \textitObviously Perfect Paper)](https://md.research.elamur.ai/free/en/papers/castro-2019-multimodal-sarcasm-detection-textitobviously-perfect/)**Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas et al.*227 citations · our summary*
58. **[A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling](https://md.research.elamur.ai/free/en/papers/e-2019-novel-bi-directional-interrelated-model/)**Haihong E, Peiqing Niu, Zhongfu Chen et al.*223 citations · our summary*
59. **[Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification](https://md.research.elamur.ai/free/en/papers/hu-2019-open-domain-targeted-sentiment-analysis/)**Minghao Hu, Yuxing Peng, Zhen Huang et al.*223 citations · our summary*
60. **[Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good](https://md.research.elamur.ai/free/en/papers/wang-2019-persuasion-good-personalized-persuasive-dialogue/)**Xuewei Wang, Weiyan Shi, Richard Kim et al.*218 citations · our summary*
61. **[Transfer Capsule Network for Aspect Level Sentiment Classification ↗](https://aclanthology.org/P19-1052/)**Zhuang Chen, Tieyun Qian*218 citations*
62. **[Cognitive Graph for Multi-Hop Reading Comprehension at Scale ↗](https://aclanthology.org/P19-1259/)**Ming Ding, Chang Zhou, Qibin Chen et al.*217 citations*
63. **[Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology](https://md.research.elamur.ai/free/en/papers/zmigrod-2019-counterfactual-data-augmentation-mitigating-gender/)**Ran Zmigrod, Sabrina J. Mielke, Hanna Wallach et al.*214 citations · our summary*
64. **[Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing](https://md.research.elamur.ai/free/en/papers/bogin-2019-representing-schema-structure-graph-neural/)**Ben Bogin, Jonathan Berant, Matt Gardner*210 citations · our summary*
65. **[Synthetic QA Corpora Generation with Roundtrip Consistency](https://md.research.elamur.ai/free/en/papers/alberti-2019-synthetic-qa-corpora-generation-roundtrip/)**Chris Alberti, Daniel Andor, Emily Pitler et al.*209 citations · our summary*
66. **[BAM! Born-Again Multi-Task Networks for Natural Language Understanding](https://md.research.elamur.ai/free/en/papers/clark-2019-bam-born-again-multi-task/)**Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal et al.*208 citations · our summary*
67. **[Bridging the Gap between Training and Inference for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/zhang-2019-bridging-gap-between-training-inference/)**Wen Zhang, Yang Feng, Fandong Meng et al. · 🏆 Best Long Paper*206 citations · our summary*
68. **[Multilingual Constituency Parsing with Self-Attention and Pre-Training](https://md.research.elamur.ai/free/en/papers/kitaev-2019-multilingual-constituency-parsing-self-attention/)**Nikita Kitaev, Steven Cao, Dan Klein*200 citations · our summary*
69. **[JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/agic-2019-jw300-wide-coverage-parallel-corpus/)**Željko Agić, Ivan Vulić*199 citations · our summary*
70. **[Sparse Sequence-to-Sequence Models ↗](https://aclanthology.org/P19-1146/)**Ben Peters, Vlad Niculae, André F. T. Martins*196 citations*
71. **[GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification](https://md.research.elamur.ai/free/en/papers/zhou-2019-gear-graph-based-evidence-aggregating/)**Jie Zhou, Xu Han, Cheng Yang et al.*194 citations · our summary*
72. **[Multi-hop Reading Comprehension through Question Decomposition and Rescoring](https://md.research.elamur.ai/free/en/papers/min-2019-multi-hop-reading-comprehension-through/)**Sewon Min, Victor Zhong, Luke Zettlemoyer et al.*194 citations · our summary*
73. **[Large-Scale Multi-Label Text Classification on EU Legislation](https://md.research.elamur.ai/free/en/papers/chalkidis-2019-large-scale-multi-label-text/)**Ilias Chalkidis, Emmanouil Fergadiotis, Prodromos Malakasiotis et al.*191 citations · our summary*
74. **[Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation](https://md.research.elamur.ai/free/en/papers/dai-2019-style-transformer-unpaired-text-style/)**Ning Dai, Jianze Liang, Xipeng Qiu et al.*190 citations · our summary*
75. **[Strategies for Structuring Story Generation ↗](https://aclanthology.org/P19-1254/)**Angela Fan, Mike Lewis, Yann Dauphin*188 citations*
76. **[Sentence Centrality Revisited for Unsupervised Summarization](https://md.research.elamur.ai/free/en/papers/zheng-2019-sentence-centrality-revisited-unsupervised-summarization/)**Hao Zheng, Mirella Lapata*185 citations · our summary*
77. **[Graph Neural Networks with Generated Parameters for Relation Extraction ↗](https://aclanthology.org/P19-1128/)**Hao Zhu, Yankai Lin, Zhiyuan Liu et al.*182 citations*
78. **[Personalizing Dialogue Agents via Meta-Learning](https://md.research.elamur.ai/free/en/papers/madotto-2019-personalizing-dialogue-agents-meta-learning/)**Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu et al.*181 citations · our summary*
79. **[STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework](https://md.research.elamur.ai/free/en/papers/ma-2019-stacl-simultaneous-translation-implicit-anticipation/)**Mingbo Ma, Liang Huang, Hao Xiong et al.*181 citations · our summary*
80. **[How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions ↗](https://aclanthology.org/P19-1070/)**Goran Glavaš, Robert Litschko, Sebastian Ruder et al.*180 citations*
81. **[When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion](https://md.research.elamur.ai/free/en/papers/voita-2019-when-good-translation-is-wrong/)**Elena Voita, Rico Sennrich, Ivan Titov*180 citations · our summary*
82. **[Simple and Effective Text Matching with Richer Alignment Features ↗](https://aclanthology.org/P19-1465/)**Runqi Yang, Jianhai Zhang, Xing Gao et al.*173 citations*
83. **[BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization](https://md.research.elamur.ai/free/en/papers/sharma-2019-bigpatent-large-scale-dataset-abstractive/)**Eva Sharma, Chen Li, Lu Wang*172 citations · our summary*
84. **[SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking](https://md.research.elamur.ai/free/en/papers/lee-2019-sumbt-slot-utterance-matching-universal/)**Hwaran Lee, Jinsik Lee, Tae-Yoon Kim*172 citations · our summary*
85. **[Dynamically Fused Graph Network for Multi-hop Reasoning](https://md.research.elamur.ai/free/en/papers/qiu-2019-dynamically-fused-graph-network-multi/)**Lin Qiu, Yunxuan Xiao, Yanru Qu et al.*171 citations · our summary*
86. **[Barack's Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ↗](https://aclanthology.org/P19-1598/)**Robert Logan, Nelson F. Liu, Matthew E. Peters et al.*167 citations*
87. **[Massively Multilingual Transfer for NER](https://md.research.elamur.ai/free/en/papers/rahimi-2019-massively-multilingual-transfer-ner/)**Afshin Rahimi, Yuan Li, Trevor Cohn*167 citations · our summary*
88. **[Searching for Effective Neural Extractive Summarization: What Works and What's Next](https://md.research.elamur.ai/free/en/papers/zhong-2019-searching-effective-neural-extractive-summarization/)**Ming Zhong, Pengfei Liu, Danqing Wang et al.*164 citations · our summary*
89. **[Rumor Detection by Exploiting User Credibility Information, Attention and Multi-task Learning ↗](https://aclanthology.org/P19-1113/)**Quanzhi Li, Qiong Zhang, Luo Si*162 citations*
90. **[Monotonic Infinite Lookback Attention for Simultaneous Machine Translation](https://md.research.elamur.ai/free/en/papers/arivazhagan-2019-monotonic-infinite-lookback-attention-simultaneous/)**Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey et al.*160 citations · our summary*
91. **[Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs ↗](https://aclanthology.org/P19-1260/)**Ming Tu, Guangtao Wang, Jing Huang et al.*160 citations*
92. **[Towards Explainable NLP: A Generative Explanation Framework for Text Classification ↗](https://aclanthology.org/P19-1560/)**Hui Liu, Qingyu Yin, William Yang Wang*160 citations*
93. **[Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation ↗](https://aclanthology.org/P19-1181/)**Vihan Jain, Gabriel Magalhaes, Alexander Ku et al.*156 citations*
94. **[Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications ↗](https://aclanthology.org/P19-1150/)**Wei Zhao, Haiyun Peng, Steffen Eger et al.*155 citations*
95. **[Revisiting Low-Resource Neural Machine Translation: A Case Study ↗](https://aclanthology.org/P19-1021/)**Rico Sennrich, Biao Zhang*154 citations*
96. **[Classification and Clustering of Arguments with Contextualized Word Embeddings](https://md.research.elamur.ai/free/en/papers/reimers-2019-classification-clustering-arguments-contextualized-word/)**Nils Reimers, Benjamin Schiller, Tilman Beck et al.*152 citations · our summary*
97. **[MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension](https://md.research.elamur.ai/free/en/papers/talmor-2019-multiqa-empirical-investigation-generalization-transfer/)**Alon Talmor, Jonathan Berant*152 citations · our summary*
98. **[Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ↗](https://aclanthology.org/P19-1358/)**Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazare et al.*151 citations*
99. **[Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision ↗](https://aclanthology.org/P19-1520/)**Hongliang Dai, Yangqiu Song*151 citations*
100. **[Choosing Transfer Languages for Cross-Lingual Learning](https://md.research.elamur.ai/free/en/papers/lin-2019-choosing-transfer-languages-cross-lingual/)**Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee et al.*149 citations · our summary*

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