📰 ACL 2018: all papers in our library

89 works · the most cited first · ← ACL 2018

1. Know What You Don't Know: Unanswerable Questions for SQuADAnnual Meeting of the Association for Computational Linguistics (ACL)Pranav Rajpurkar, Robin Jia, Percy Liang2018 · 3,373 citations
2. Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image CaptioningAnnual Meeting of the Association for Computational Linguistics (ACL)Piyush Sharma, Nan Ding, Sebastian Goodman, et al.2018 · 2,285 citations
3. Personalizing Dialogue Agents: I have a dog, do you have pets too?Annual Meeting of the Association for Computational Linguistics (ACL)Saizheng Zhang, Emily Dinan, Jack Urbanek, et al.2018 · 1,849 citations
4. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsAnnual Meeting of the Association for Computational Linguistics (ACL)Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, et al.2018 · 1,671 citations
5. Subword Regularization: Improving Neural Network Translation Models with Multiple Subword CandidatesAnnual Meeting of the Association for Computational Linguistics (ACL)Taku Kudo2018 · 1,566 citations
6. Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAnnual Meeting of the Association for Computational Linguistics (ACL)AmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria, et al.2018 · 1,509 citations
7. Efficient Low-rank Multimodal Fusion With Modality-Specific FactorsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, et al.2018 · 1,177 citations
8. What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,026 citations
9. Chinese NER Using Lattice LSTMAnnual Meeting of the Association for Computational Linguistics (ACL)Yue Zhang, Jie Yang2018 · 995 citations
10. A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Gorka Labaka, Eneko Agirre2018 · 849 citations
11. Fast Abstractive Summarization with Reinforce-Selected Sentence RewritingAnnual Meeting of the Association for Computational Linguistics (ACL)Yen-Chun Chen, Mohit Bansal2018 · 822 citations
12. A Stylometric Inquiry into Hyperpartisan and Fake NewsAnnual Meeting of the Association for Computational Linguistics (ACL)Martin Potthast, Johannes Kiesel, Kevin Reinartz, et al.2018 · 810 citations
13. Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English WordsAnnual Meeting of the Association for Computational Linguistics (ACL)Saif Mohammad2018 · 800 citations
14. Constituency Parsing with a Self-Attentive EncoderAnnual Meeting of the Association for Computational Linguistics (ACL)Nikita Kitaev, Dan Klein2018 · 762 citations
15. Rumor Detection on Twitter with Tree-structured Recursive Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Jing Ma, Wei Gao, Kam-Fai Wong2018 · 708 citations
16. Extracting Relational Facts by an End-to-End Neural Model with Copy MechanismAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangrong Zeng, Daojian Zeng, Shizhu He, et al.2018 · 610 citations
17. Transformation Networks for Target-Oriented Sentiment ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Xin Li, Lidong Bing, Wai Lam, et al.2018 · 597 citations
18. Style Transfer Through Back-TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.2018 · 555 citations
19. The Best of Both Worlds: Combining Recent Advances in Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Mia Xu Chen, Orhan Firat, Ankur Bapna, et al.2018 · 554 citations
20. Breaking NLI Systems with Sentences that Require Simple Lexical InferencesMax Glockner, Vered Shwartz, Yoav Goldberg2018 · 517 citations
21. ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine TranslationsAnnual Meeting of the Association for Computational Linguistics (ACL)John Wieting, Kevin Gimpel2018 · 504 citations
22. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Hu Xu, Bing Liu, Lei Shu, et al.2018 · 495 citations
23. On the Automatic Generation of Medical Imaging ReportsAnnual Meeting of the Association for Computational Linguistics (ACL)Baoyu Jing, Pengtao Xie, Eric Xing2018 · 480 citations
24. Joint Embedding of Words and Labels for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Guoyin Wang, Chunyuan Li, Wenlin Wang, et al.2018 · 464 citations
25. Graph-to-Sequence Learning using Gated Graph Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Beck, Gholamreza Haffari, Trevor Cohn2018 · 458 citations
26. Neural Document Summarization by Jointly Learning to Score and Select SentencesAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyu Zhou, Nan Yang, Furu Wei, et al.2018 · 450 citations
27. Context-Aware Neural Machine Translation Learns Anaphora ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, Pavel Serdyukov, Rico Sennrich, et al.2018 · 448 citations
28. Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence ArchitecturesAnnual Meeting of the Association for Computational Linguistics (ACL)Wenqiang Lei, Xisen Jin, Min-Yen Kan, et al.2018 · 428 citations
29. Multi-Turn Response Selection for Chatbots with Deep Attention Matching NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangyang Zhou, Lu Li, Daxiang Dong, et al.2018 · 410 citations
30. Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Andrea Madotto, Chien-Sheng Wu, Pascale Fung2018 · 403 citations
31. On the Limitations of Unsupervised Bilingual Dictionary InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Anders Søgaard, Sebastian Ruder, Ivan Vulić2018 · 398 citations
32. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsAnnual Meeting of the Association for Computational Linguistics (ACL)Dinghan Shen, Guoyin Wang, Wenlin Wang, et al.2018 · 385 citations
33. HotFlip: White-Box Adversarial Examples for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Javid Ebrahimi, Anyi Rao, Daniel Lowd, et al.2018 · 360 citations
34. Visual Attention Model for Name Tagging in Multimodal Social MediaAnnual Meeting of the Association for Computational Linguistics (ACL)Di Lu, Leonardo Neves, Vitor Carvalho, et al.2018 · 360 citations
35. Improving Text-to-SQL Evaluation MethodologyAnnual Meeting of the Association for Computational Linguistics (ACL)Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, et al.2018 · 350 citations
36. A Unified Model for Extractive and Abstractive Summarization using Inconsistency LossAnnual Meeting of the Association for Computational Linguistics (ACL)Wan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee, et al.2018 · 337 citations
37. A Graph-to-Sequence Model for AMR-to-Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Linfeng Song, Yue Zhang, Zhiguo Wang, et al.2018 · 330 citations
38. Neural Natural Language Inference Models Enhanced with External KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, et al.2018 · 314 citations
39. On the Practical Computational Power of Finite Precision RNNs for Language RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Gail Weiss, Yoav Goldberg, Eran Yahav2018 · 311 citations
40. Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning ApproachAnnual Meeting of the Association for Computational Linguistics (ACL)Jingjing Xu, Xu Sun, Qi Zeng, et al.2018 · 302 citations
41. Learning to Write with Cooperative DiscriminatorsAnnual Meeting of the Association for Computational Linguistics (ACL)Ari Holtzman, Jan Buys, Maxwell Forbes, et al.2018 · 301 citations
42. Robust Distant Supervision Relation Extraction via Deep Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Pengda Qin, Weiran Xu, William Yang Wang2018 · 297 citations
43. A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical LiteratureAnnual Meeting of the Association for Computational Linguistics (ACL)Benjamin Nye, Junyi Jessy Li, Roma Patel, et al.2018 · 294 citations
44. Jointly Predicting Predicates and Arguments in Neural Semantic Role LabelingAnnual Meeting of the Association for Computational Linguistics (ACL)Luheng He, Kenton Lee, Omer Levy, et al.2018 · 283 citations
45. Zero-Shot Transfer Learning for Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Lifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 272 citations
46. Simpler but More Accurate Semantic Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Timothy Dozat, Christopher D. Manning2018 · 271 citations
47. Retrieve, Rerank and Rewrite: Soft Template Based Neural SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Ziqiang Cao, Wenjie Li, Sujian Li, et al.2018 · 269 citations
48. Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Todor Mihaylov, Anette Frank2018 · 260 citations
49. Task-oriented Dialogue System for Automatic DiagnosisAnnual Meeting of the Association for Computational Linguistics (ACL)Zhongyu Wei, Qianlong Liu, Baolin Peng, et al.2018 · 253 citations
50. Conversations Gone Awry: Detecting Early Signs of Conversational FailureAnnual Meeting of the Association for Computational Linguistics (ACL)Justine Zhang, Jonathan Chang, Cristian Danescu-Niculescu-Mizil, et al.2018 · 251 citations
51. Reasoning with Sarcasm by Reading In-BetweenAnnual Meeting of the Association for Computational Linguistics (ACL)Yi Tay, Anh Tuan Luu, Siu Cheung Hui, et al.2018 · 248 citations
52. NCRF++: An Open-source Neural Sequence Labeling ToolkitAnnual Meeting of the Association for Computational Linguistics (ACL)Jie Yang, Yue Zhang2018 · 244 citations
53. Towards Robust Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Yong Cheng, Zhaopeng Tu, Fandong Meng, et al.2018 · 237 citations
54. Document Context Neural Machine Translation with Memory NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Sameen Maruf, Gholamreza Haffari2018 · 236 citations
55. Towards Robust and Privacy-preserving Text RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Yitong Li, Timothy Baldwin, Trevor Cohn2018 · 233 citations
56. Harvesting Paragraph-level Question-Answer Pairs from WikipediaAnnual Meeting of the Association for Computational Linguistics (ACL)Xinya Du, Claire Cardie2018 · 232 citations
57. Strong Baselines for Neural Semi-Supervised Learning under Domain ShiftAnnual Meeting of the Association for Computational Linguistics (ACL)Sebastian Ruder, Barbara Plank2018 · 228 citations
58. Syntax for Semantic Role Labeling, To Be, Or Not To BeAnnual Meeting of the Association for Computational Linguistics (ACL)Shexia He, Zuchao Li, Hai Zhao, et al.2018 · 212 citations
59. Did the Model Understand the Question?Annual Meeting of the Association for Computational Linguistics (ACL)Pramod Kaushik Mudrakarta, Ankur Taly, Mukund Sundararajan, et al.2018 · 211 citations
60. Fighting Offensive Language on Social Media with Unsupervised Text Style TransferAnnual Meeting of the Association for Computational Linguistics (ACL)Cicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi2018 · 210 citations
61. LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them BetterAnnual Meeting of the Association for Computational Linguistics (ACL)Adhiguna Kuncoro, Chris Dyer, John Hale, et al.2018 · 208 citations
62. Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic DataAnnual Meeting of the Association for Computational Linguistics (ACL)Adithya Pratapa, Gayatri Bhat, Monojit Choudhury, et al.2018 · 202 citations
63. Denoising Distantly Supervised Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Yankai Lin, Haozhe Ji, Zhiyuan Liu, et al.2018 · 199 citations
64. Efficient and Robust Question Answering from Minimal Context over DocumentsAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Victor Zhong, Richard Socher, et al.2018 · 196 citations
65. Retrieval of the Best Counterargument without Prior Topic KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Henning Wachsmuth, Shahbaz Syed, Benno Stein2018 · 196 citations
66. Large-Scale Multi-Domain Belief Tracking with Knowledge SharingAnnual Meeting of the Association for Computational Linguistics (ACL)Osman Ramadan, Paweł Budzianowski, Milica Gašić2018 · 191 citations
67. DuoRC: Towards Complex Language Understanding with Paraphrased Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, et al.2018 · 189 citations
68. Neural Open Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Lei Cui, Furu Wei, Ming Zhou2018 · 188 citations
69. An End-to-end Approach for Handling Unknown Slot Values in Dialogue State TrackingAnnual Meeting of the Association for Computational Linguistics (ACL)Puyang Xu, Qi Hu2018 · 186 citations
70. Deep RNNs Encode Soft Hierarchical SyntaxAnnual Meeting of the Association for Computational Linguistics (ACL)Terra Blevins, Omer Levy, Luke Zettlemoyer2018 · 178 citations
71. Filtering and Mining Parallel Data in a Joint Multilingual SpaceAnnual Meeting of the Association for Computational Linguistics (ACL)Holger Schwenk2018 · 167 citations
72. Extreme Adaptation for Personalized Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Paul Michel, Graham Neubig2018 · 158 citations
73. Large-Scale QA-SRL ParsingNicholas FitzGerald, Julian Michael, Luheng He, et al.2018 · 141 citations
74. Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated ExamplesVidur Joshi, Matthew Peters, Mark Hopkins2018 · 139 citations
75. Learning Simplifications for Specific Target AudiencesAnnual Meeting of the Association for Computational Linguistics (ACL)Carolina Scarton, Lucia Specia2018 · 135 citations
76. Simple and Effective Text Simplification Using Semantic and Neural MethodsElior Sulem, Omri Abend, Ari Rappoport2018 · 113 citations
77. Twitter Universal Dependency Parsing for African-American and Mainstream American EnglishSu Lin Blodgett, Johnny Wei, Brendan O'Connor2018 · 92 citations
78. Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention ClusteringAnnual Meeting of the Association for Computational Linguistics (ACL)Rui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga, et al.2018 · 84 citations
79. SciDTB: Discourse Dependency TreeBank for Scientific AbstractsAn Yang, Sujian Li2018 · 83 citations
80. Deep Reinforcement Learning for Chinese Zero Pronoun ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyu Yin, Yu Zhang, Wei-Nan Zhang, et al.2018 · 67 citations
81. Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic StructuresAnnual Meeting of the Association for Computational Linguistics (ACL)Prafulla Kumar Choubey, Ruihong Huang2018 · 43 citations
82. Neural Cross-Lingual Coreference Resolution And Its Application To Entity LinkingAnnual Meeting of the Association for Computational Linguistics (ACL)Gourab Kundu, Avi Sil, Radu Florian, et al.2018 · 41 citations
83. Discourse Coherence: Concurrent Explicit and Implicit RelationsAnnual Meeting of the Association for Computational Linguistics (ACL)Hannah Rohde, Alexander Johnson, Nathan Schneider, et al.2018 · 40 citations
84. Entity-Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Tomohide Shibata, Sadao Kurohashi2018 · 23 citations
85. A Distributional and Orthographic Aggregation Model for English Derivational MorphologyDaniel Deutsch, John Hewitt, Dan Roth2018 · 19 citations
86. Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated WorldsIgor Labutov, Bishan Yang, Anusha Prakash, et al.2018 · 17 citations
87. Disambiguating False-Alarm Hashtag Usages in Tweets for Irony DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Hen-Hsen Huang, Chiao-Chen Chen, Hsin-Hsi Chen2018 · 11 citations
88. Let's do it "again": A First Computational Approach to Detecting Adverbial Presupposition TriggersAndre Cianflone, Yulan Feng, Jad Kabbara, et al.2018 · 10 citations
89. 100 Things You Always Wanted to Know about Semantics & Pragmatics But Were Afraid to AskAnnual Meeting of the Association for Computational Linguistics (ACL)Emily M. Bender2018

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