📰 NAACL 2018: all papers in our library

66 works · the most cited first · ← NAACL 2018

1. Deep Contextualized Word RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Matthew E. Peters, Mark Neumann, Mohit Iyyer, et al.2018 · 14,852 citations
2. Self-Attention with Relative Position RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Peter Shaw, Jakob Uszkoreit, Ashish Vaswani2018 · 2,820 citations
3. FEVER: a Large-scale Dataset for Fact Extraction and VERificationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)James Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al.2018 · 2,207 citations
4. Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2018 · 1,186 citations
5. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1,022 citations
6. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural NetworkConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, et al.2018 · 944 citations
7. Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mohit Iyyer, John Wieting, Kevin Gimpel, et al.2018 · 937 citations
8. Gender Bias in Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Rachel Rudinger, Jason Naradowsky, Brian Leonard, et al.2018 · 852 citations
9. Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram FeaturesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Matteo Pagliardini, Prakhar Gupta, Martin Jaggi2018 · 842 citations
10. The Web as a Knowledge-Base for Answering Complex QuestionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alon Talmor, Jonathan Berant2018 · 814 citations
11. Contextual Augmentation: Data Augmentation by Words with Paradigmatic RelationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sosuke Kobayashi2018 · 807 citations
12. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Max Grusky, Mor Naaman, Yoav Artzi2018 · 785 citations
13. Colorless Green Recurrent Networks Dream HierarchicallyConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kristina Gulordava, Piotr Bojanowski, Edouard Grave, et al.2018 · 760 citations
14. Explainable Prediction of Medical Codes from Clinical TextConference of the North American Chapter of the Association for Computational Linguistics (NAACL)James Mullenbach, Sarah Wiegreffe, Jon Duke, et al.2018 · 719 citations
15. Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.2018 · 671 citations
16. Slot-Gated Modeling for Joint Slot Filling and Intent PredictionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chih-Wen Goo, Guang Gao, Yun-Kai Hsu, et al.2018 · 655 citations
17. Higher-Order Coreference Resolution with Coarse-to-Fine InferenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kenton Lee, Luheng He, Luke Zettlemoyer2018 · 614 citations
18. Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style TransferSudha Rao, Joel Tetreault2018 · 582 citations
19. Conversational Memory Network for Emotion Recognition in Dyadic Dialogue VideosConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, et al.2018 · 542 citations
20. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 468 citations
21. Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yan Song, Shuming Shi, Jing Li, et al.2018 · 442 citations
22. Deep Communicating Agents for Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 438 citations
23. Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Matt Post, David Vilar2018 · 437 citations
24. Construction of the Literature Graph in Semantic ScholarConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 398 citations
25. A Neural Layered Model for Nested Named Entity RecognitionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Meizhi Ju, Makoto Miwa, Sophia Ananiadou2018 · 378 citations
26. Universal Neural Machine Translation for Extremely Low Resource LanguagesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jiatao Gu, Hany Hassan, Jacob Devlin, et al.2018 · 358 citations
27. Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation ExtractionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Patrick Verga, Emma Strubell, Andrew McCallum2018 · 351 citations
28. Nested Named Entity Recognition RevisitedConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arzoo Katiyar, Claire Cardie2018 · 304 citations
29. TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL GenerationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tao Yu, Zifan Li, Zilin Zhang, et al.2018 · 302 citations
30. Diverse Few-Shot Text Classification with Multiple MetricsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mo Yu, Xiaoxiao Guo, Jinfeng Yi, et al.2018 · 291 citations
31. Ranking Sentences for Extractive Summarization with Reinforcement LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shashi Narayan, Shay B. Cohen, Mirella Lapata2018 · 284 citations
32. A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP ApplicationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dongyeop Kang, Waleed Ammar, Bhavana Dalvi, et al.2018 · 275 citations
33. Multi-Reward Reinforced Summarization with Saliency and EntailmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ramakanth Pasunuru, Mohit Bansal2018 · 253 citations
34. Tied Multitask Learning for Neural Speech TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Antonios Anastasopoulos, David Chiang2018 · 250 citations
35. Comparing Automatic and Human Evaluation of Local Explanations for Text ClassificationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dong Nguyen2018 · 240 citations
36. Classical Structured Prediction Losses for Sequence to Sequence LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sergey Edunov, Myle Ott, Michael Auli, et al.2018 · 235 citations
37. Text Segmentation as a Supervised Learning TaskConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Omri Koshorek, Adir Cohen, Noam Mor, et al.2018 · 228 citations
38. The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit WarrantsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ivan Habernal, Henning Wachsmuth, Iryna Gurevych, et al.2018 · 217 citations
39. Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bing Liu, Gokhan Tür, Dilek Hakkani-Tür, et al.2018 · 212 citations
40. Integrating Stance Detection and Fact Checking in a Unified CorpusConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ramy Baly, Mitra Mohtarami, James Glass, et al.2018 · 186 citations
41. Guiding Neural Machine Translation with Retrieved Translation PiecesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jingyi Zhang, Masao Utiyama, Eiichro Sumita, et al.2018 · 186 citations
42. Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Pararth Shah, Dilek Hakkani-Tür, Bing Liu, et al.2018 · 181 citations
43. Neural Machine Translation Decoding with Terminology ConstraintsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Eva Hasler, Adrià de Gispert, Gonzalo Iglesias, et al.2018 · 170 citations
44. Specialising Word Vectors for Lexical EntailmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ivan Vulić, Nikola Mrkšić2018 · 160 citations
45. Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic ChangeConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dominik Schlechtweg, Sabine Schulte im Walde, Stefanie Eckmann2018 · 158 citations
46. Automatic Stance Detection Using End-to-End Memory NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mitra Mohtarami, Ramy Baly, James Glass, et al.2018 · 156 citations
47. Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Fahim Dalvi, Nadir Durrani, Hassan Sajjad, et al.2018 · 148 citations
48. Are All Languages Equally Hard to Language-Model?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ryan Cotterell, Sabrina J. Mielke, Jason Eisner, et al.2018 · 147 citations
49. Neural Models for Reasoning over Multiple Mentions Using CoreferenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bhuwan Dhingra, Qiao Jin, Zhilin Yang, et al.2018 · 147 citations
50. Semantic Structural Evaluation for Text SimplificationElior Sulem, Omri Abend, Ari Rappoport2018 · 135 citations
51. Before Name-Calling: Dynamics and Triggers of Ad Hominem Fallacies in Web ArgumentationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ivan Habernal, Henning Wachsmuth, Iryna Gurevych, et al.2018 · 128 citations
52. Parsing Tweets into Universal DependenciesYijia Liu, Yi Zhu, Wanxiang Che, et al.2018 · 121 citations
53. Crowdsourcing Question-Answer Meaning RepresentationsJulian Michael, Gabriel Stanovsky, Luheng He, et al.2018 · 112 citations
54. Unified Pragmatic Models for Generating and Following InstructionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Daniel Fried, Jacob Andreas, Dan Klein2018 · 111 citations
55. Neural Models of FactualityRachel Rudinger, Aaron Steven White, Benjamin Van Durme2018 · 111 citations
56. Pragmatically Informative Image Captioning with Character-Level InferenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Reuben Cohn-Gordon, Noah Goodman, Christopher Potts2018 · 103 citations
57. Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a ParagraphConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zeyu Dai, Ruihong Huang2018 · 95 citations
58. RankME: Reliable Human Ratings for Natural Language GenerationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jekaterina Novikova, Ondřej Dušek, Verena Rieser2018 · 90 citations
59. Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on RobustnessConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ivan Sanchez, Jeff Mitchell, Sebastian Riedel2018 · 55 citations
60. Noise-Robust Morphological Disambiguation for Dialectal ArabicNasser Zalmout, Alexander Erdmann, Nizar Habash2018 · 43 citations
61. Identifying the Most Dominant Event in a News Article by Mining Event Coreference RelationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Prafulla Kumar Choubey, Kaushik Raju, Ruihong Huang2018 · 42 citations
62. Sentences with Gapping: Parsing and Reconstructing Elided PredicatesSebastian Schuster, Joakim Nivre, Christopher D. Manning2018 · 40 citations
63. Enhanced Word Representations for Bridging Anaphora ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yufang Hou2018 · 32 citations
64. A Structured Syntax-Semantics Interface for English-AMR AlignmentIda Szubert, Adam Lopez, Nathan Schneider2018 · 26 citations
65. Evaluating Historical Text Normalization Systems: How Well Do They Generalize?Alexander Robertson, Sharon Goldwater2018 · 12 citations
66. Automatically Selecting the Best Dependency Annotation Design with Dynamic OraclesGuillaume Wisniewski, Ophélie Lacroix, François Yvon2018 · 2 citations

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