📰 NAACL 2019: all papers in our library

69 works · the most cited first · ← NAACL 2019

1. BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jacob Devlin, Ming-Wei Chang, Kenton Lee, et al.2019 · 55,571 citations
2. fairseq: A Fast, Extensible Toolkit for Sequence ModelingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Myle Ott, Sergey Edunov, Alexei Baevski, et al.2019 · 3,951 citations
3. CommonsenseQA: A Question Answering Challenge Targeting Commonsense KnowledgeConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alon Talmor, Jonathan Herzig, Nicholas Lourie, et al.2019 · 1,639 citations
4. BoolQ: Exploring the Surprising Difficulty of Natural Yes/No QuestionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Christopher Clark, Kenton Lee, Ming-Wei Chang, et al.2019 · 1,301 citations
5. A Structural Probe for Finding Syntax in Word RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)John Hewitt, Christopher D. Manning2019 · 1,232 citations
6. Predicting the Type and Target of Offensive Posts in Social MediaConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,118 citations
7. Linguistic Knowledge and Transferability of Contextual RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nelson F. Liu, Matt Gardner, Yonatan Belinkov, et al.2019 · 1,015 citations
8. Attention is not ExplanationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sarthak Jain, Byron C. Wallace2019 · 1,005 citations
9. DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over ParagraphsDheeru Dua, Yizhong Wang, Pradeep Dasigi, et al.2019 · 943 citations
10. On Measuring Social Biases in Sentence EncodersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chandler May, Alex Wang, Shikha Bordia, et al.2019 · 761 citations
11. Transfer Learning in Natural Language ProcessingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sebastian Ruder, Matthew E. Peters, Swabha Swayamdipta, et al.2019 · 704 citations
12. FLAIR: An Easy-to-Use Framework for State-of-the-Art NLPConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alan Akbik, Tanja Bergmann, Duncan Blythe, et al.2019 · 647 citations
13. WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mohammad Taher Pilehvar, Jose Camacho-Collados2019 · 594 citations
14. PAWS: Paraphrase Adversaries from Word ScramblingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yuan Zhang, Jason Baldridge, Luheng He2019 · 587 citations
15. End-to-End Open-Domain Question Answering with BERTseriniConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Wei Yang, Yuqing Xie, Aileen Lin, et al.2019 · 542 citations
16. Gender Bias in Contextualized Word EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2019 · 505 citations
17. MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based FormalismsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Aida Amini, Saadia Gabriel, Shanchuan Lin, et al.2019 · 501 citations
18. MuST-C: a Multilingual Speech Translation CorpusConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mattia A. Di Gangi, Roldano Cattoni, Luisa Bentivogli, et al.2019 · 436 citations
19. A general framework for information extraction using dynamic span graphsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yi Luan, Dave Wadden, Luheng He, et al.2019 · 430 citations
20. Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove ThemConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hila Gonen, Yoav Goldberg2019 · 413 citations
21. Cross-lingual Transfer Learning for Multilingual Task Oriented DialogConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sebastian Schuster, Sonal Gupta, Rushin Shah, et al.2019 · 391 citations
22. Pooled Contextualized Embeddings for Named Entity RecognitionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alan Akbik, Tanja Bergmann, Roland Vollgraf2019 · 385 citations
23. What makes a good conversation? How controllable attributes affect human judgmentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Abigail See, Stephen Roller, Douwe Kiela, et al.2019 · 372 citations
24. Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chi Sun, Luyao Huang, Xipeng Qiu2019 · 357 citations
25. Learning to Navigate Unseen Environments: Back Translation with Environmental DropoutConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hao Tan, Licheng Yu, Mohit Bansal2019 · 347 citations
26. Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Thomas Manzini, Lim Yao Chong, Alan W Black, et al.2019 · 332 citations
27. Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tal Schuster, Ori Ram, Regina Barzilay, et al.2019 · 295 citations
28. Neural language models as psycholinguistic subjects: Representations of syntactic stateConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Richard Futrell, Ethan Wilcox, Takashi Morita, et al.2019 · 291 citations
29. Target-oriented Opinion Words Extraction with Target-fused Neural Sequence LabelingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zhifang Fan, Zhen Wu, Xin-Yu Dai, et al.2019 · 289 citations
30. Structural Scaffolds for Citation Intent Classification in Scientific PublicationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arman Cohan, Waleed Ammar, Madeleine van Zuylen, et al.2019 · 288 citations
31. Text Generation from Knowledge Graphs with Graph TransformersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, et al.2019 · 286 citations
32. Selective Attention for Context-aware Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sameen Maruf, André F. T. Martins, Gholamreza Haffari2019 · 263 citations
33. Detection of Abusive Language: the Problem of Biased DatasetsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Michael Wiegand, Josef Ruppenhofer, Thomas Kleinbauer2019 · 261 citations
34. Step-by-Step: Separating Planning from Realization in Neural Data-to-Text GenerationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Amit Moryossef, Yoav Goldberg, Ido Dagan2019 · 230 citations
35. Probing the Need for Visual Context in Multimodal Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ozan Caglayan, Pranava Madhyastha, Lucia Specia, et al.2019 · 215 citations
36. Adversarial Training for Weakly Supervised Event DetectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xiaozhi Wang, Xu Han, Zhiyuan Liu, et al.2019 · 210 citations
37. Improved Lexically Constrained Decoding for Translation and Monolingual RewritingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)J. Edward Hu, Huda Khayrallah, Ryan Culkin, et al.2019 · 198 citations
38. The emergence of number and syntax units in LSTM language modelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yair Lakretz, German Kruszewski, Theo Desbordes, et al.2019 · 194 citations
39. compare-mt: A Tool for Holistic Comparison of Language Generation SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Graham Neubig, Zi-Yi Dou, Junjie Hu, et al.2019 · 185 citations
40. Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Brian Thompson, Jeremy Gwinnup, Huda Khayrallah, et al.2019 · 184 citations
41. AudioCaps: Generating Captions for Audios in The WildConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee, et al.2019 · 176 citations
42. Abstractive Summarization of Reddit Posts with Multi-level Memory NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Byeongchang Kim, Hyunwoo Kim, Gunhee Kim2019 · 174 citations
43. Seeing Things from a Different Angle:Discovering Diverse Perspectives about ClaimsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sihao Chen, Daniel Khashabi, Wenpeng Yin, et al.2019 · 172 citations
44. Improving Machine Reading Comprehension with General Reading StrategiesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kai Sun, Dian Yu, Dong Yu, et al.2019 · 172 citations
45. Curriculum Learning for Domain Adaptation in Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xuan Zhang, Pamela Shapiro, Gaurav Kumar, et al.2019 · 168 citations
46. Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tiancheng Zhao, Kaige Xie, Maxine Eskenazi2019 · 168 citations
47. Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data AugmentationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ashutosh Kumar, Satwik Bhattamishra, Manik Bhandari, et al.2019 · 165 citations
48. On Evaluation of Adversarial Perturbations for Sequence-to-Sequence ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Paul Michel, Xian Li, Graham Neubig, et al.2019 · 162 citations
49. Inferring Which Medical Treatments Work from Reports of Clinical TrialsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Eric Lehman, Jay DeYoung, Regina Barzilay, et al.2019 · 159 citations
50. Question Answering as an Automatic Evaluation Metric for News Article SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Matan Eyal, Tal Baumel, Michael Elhadad2019 · 156 citations
51. Evaluating Style Transfer for TextConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Remi Mir, Bjarke Felbo, Nick Obradovich, et al.2019 · 155 citations
52. Text Processing Like Humans Do: Visually Attacking and Shielding NLP SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Steffen Eger, Gözde Gül Şahin, Andreas Rücklé, et al.2019 · 147 citations
53. Understanding Dataset Design Choices for Multi-hop ReasoningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jifan Chen, Greg Durrett2019 · 146 citations
54. Inoculation by Fine-Tuning: A Method for Analyzing Challenge DatasetsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nelson F. Liu, Roy Schwartz, Noah A. Smith2019 · 137 citations
55. Question Answering by Reasoning Across Documents with Graph Convolutional NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nicola De Cao, Wilker Aziz, Ivan Titov2019 · 136 citations
56. An annotated dataset of literary entitiesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David Bamman, Sejal Popat, Sheng Shen2019 · 112 citations
57. Understanding Learning Dynamics Of Language Models with SVCCAConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Naomi Saphra, Adam Lopez2019 · 104 citations
58. A Large-Scale Comparison of Historical Text Normalization SystemsMarcel Bollmann2019 · 99 citations
59. Pre-training on high-resource speech recognition improves low-resource speech-to-text translationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sameer Bansal, Herman Kamper, Karen Livescu, et al.2019 · 89 citations
60. Dialogue Act Classification with Context-Aware Self-AttentionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Vipul Raheja, Joel Tetreault2019 · 89 citations
61. A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric InterpretationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Massimo Poesio, Jon Chamberlain, Silviu Paun, et al.2019 · 87 citations
62. Mining Discourse Markers for Unsupervised Sentence Representation LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Damien Sileo, Tim Van De Cruys, Camille Pradel, et al.2019 · 83 citations
63. Pragmatically Informative Text GenerationSheng Shen, Daniel Fried, Jacob Andreas, et al.2019 · 78 citations
64. Tweet Stance Detection Using an Attention based Neural Ensemble ModelConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono2019 · 58 citations
65. Incorporating Context and External Knowledge for Pronoun Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hongming Zhang, Yan Song, Yangqiu Song2019 · 54 citations
66. A Simple Joint Model for Improved Contextual Neural LemmatizationChaitanya Malaviya, Shijie Wu, Ryan Cotterell2019 · 39 citations
67. CITE: A Corpus of Image-Text Discourse RelationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, et al.2019 · 37 citations
68. Factorising AMR generation through syntaxKris Cao, Stephen Clark2019 · 28 citations
69. Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous ConversationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq Joty2019 · 7 citations

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