📰 ACL 2017: all papers in our library

72 works · the most cited first · ← ACL 2017

1. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Mandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,213 citations
2. OpenNMT: Open-Source Toolkit for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Guillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,469 citations
3. Reading Wikipedia to Answer Open-Domain QuestionsAnnual Meeting of the Association for Computational Linguistics (ACL)Danqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,260 citations
4. “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)William Yang Wang2017 · 1,807 citations
5. Context-Dependent Sentiment Analysis in User-Generated VideosAnnual Meeting of the Association for Computational Linguistics (ACL)Soujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2017 · 1,027 citations
6. Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational AutoencodersAnnual Meeting of the Association for Computational Linguistics (ACL)Tiancheng Zhao, Ran Zhao, Maxine Eskenazi2017 · 990 citations
7. Learning to Ask: Neural Question Generation for Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Xinya Du, Junru Shao, Claire Cardie2017 · 916 citations
8. Joint Extraction of Entities and Relations Based on a Novel Tagging SchemeAnnual Meeting of the Association for Computational Linguistics (ACL)Suncong Zheng, Feng Wang, Hongyun Bao, et al.2017 · 906 citations
9. Gated Self-Matching Networks for Reading Comprehension and Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Wenhui Wang, Nan Yang, Furu Wei, et al.2017 · 827 citations
10. Semi-supervised sequence tagging with bidirectional language modelsAnnual Meeting of the Association for Computational Linguistics (ACL)Matthew E. Peters, Waleed Ammar, Chandra Bhagavatula, et al.2017 · 790 citations
11. A Syntactic Neural Model for General-Purpose Code GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Pengcheng Yin, Graham Neubig2017 · 774 citations
12. Adversarial Multi-task Learning for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Pengfei Liu, Xipeng Qiu, Xuanjing Huang2017 · 725 citations
13. Detect Rumors in Microblog Posts Using Propagation Structure via Kernel LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Jing Ma, Wei Gao, Kam-Fai Wong2017 · 714 citations
14. Learning bilingual word embeddings with (almost) no bilingual dataAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Gorka Labaka, Eneko Agirre2017 · 685 citations
15. Cross-lingual Name Tagging and Linking for 282 LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 668 citations
16. Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based ChatbotsAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Wu, Wei Wu, Chen Xing, et al.2017 · 629 citations
17. Deep Semantic Role Labeling: What Works and What's NextLuheng He, Kenton Lee, Mike Lewis, et al.2017 · 592 citations
18. Simple and Effective Multi-Paragraph Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Christopher Clark, Matt Gardner2017 · 558 citations
19. Automatic Annotation and Evaluation of Error Types for Grammatical Error CorrectionChristopher Bryant, Mariano Felice, Ted Briscoe2017 · 534 citations
20. Creating Training Corpora for NLG Micro-PlannersAnnual Meeting of the Association for Computational Linguistics (ACL)Claire Gardent, Anastasia Shimorina, Shashi Narayan, et al.2017 · 528 citations
21. Lexically Constrained Decoding for Sequence Generation Using Grid Beam SearchAnnual Meeting of the Association for Computational Linguistics (ACL)Chris Hokamp, Qun Liu2017 · 520 citations
22. Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesAnnual Meeting of the Association for Computational Linguistics (ACL)Ryan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 495 citations
23. A Convolutional Encoder Model for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Jonas Gehring, Michael Auli, David Grangier, et al.2017 · 490 citations
24. EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Muhammad Abdul-Mageed, Lyle Ungar2017 · 487 citations
25. What do Neural Machine Translation Models Learn about Morphology?Annual Meeting of the Association for Computational Linguistics (ACL)Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, et al.2017 · 485 citations
26. An Unsupervised Neural Attention Model for Aspect ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Ruidan He, Wee Sun Lee, Hwee Tou Ng, et al.2017 · 473 citations
27. Deep Keyphrase GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Rui Meng, Sanqiang Zhao, Shuguang Han, et al.2017 · 454 citations
28. Neural AMR: Sequence-to-Sequence Models for Parsing and GenerationIoannis Konstas, Srinivasan Iyer, Mark Yatskar, et al.2017 · 425 citations
29. Data Augmentation for Low-Resource Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Marzieh Fadaee, Arianna Bisazza, Christof Monz2017 · 423 citations
30. Abstractive Document Summarization with a Graph-Based Attentional Neural ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Jiwei Tan, Xiaojun Wan, Jianguo Xiao2017 · 409 citations
31. Adversarial Training for Unsupervised Bilingual Lexicon InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Meng Zhang, Yang Liu, Huanbo Luan, et al.2017 · 359 citations
32. Exploring Neural Text Simplification ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Sergiu Nisioi, Sanja Štajner, Simone Paolo Ponzetto, et al.2017 · 353 citations
33. Towards End-to-End Reinforcement Learning of Dialogue Agents for Information AccessAnnual Meeting of the Association for Computational Linguistics (ACL)Bhuwan Dhingra, Lihong Li, Xiujun Li, et al.2017 · 350 citations
34. Selective Encoding for Abstractive Sentence SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyu Zhou, Nan Yang, Furu Wei, et al.2017 · 330 citations
35. Search-based Neural Structured Learning for Sequential Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Mohit Iyyer, Wen-tau Yih, Ming-Wei Chang2017 · 329 citations
36. An Empirical Comparison of Domain Adaptation Methods for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Chenhui Chu, Raj Dabre, Sadao Kurohashi2017 · 316 citations
37. Exploiting Argument Information to Improve Event Detection via Supervised Attention MechanismsAnnual Meeting of the Association for Computational Linguistics (ACL)Shulin Liu, Yubo Chen, Kang Liu, et al.2017 · 309 citations
38. A Minimal Span-Based Neural Constituency ParserAnnual Meeting of the Association for Computational Linguistics (ACL)Mitchell Stern, Jacob Andreas, Dan Klein2017 · 309 citations
39. Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity AnnotationAnnual Meeting of the Association for Computational Linguistics (ACL)Svetlana Kiritchenko, Saif Mohammad2017 · 282 citations
40. Neural End-to-End Learning for Computational Argumentation MiningAnnual Meeting of the Association for Computational Linguistics (ACL)Steffen Eger, Johannes Daxenberger, Iryna Gurevych2017 · 263 citations
41. From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal LikelihoodAnnual Meeting of the Association for Computational Linguistics (ACL)Kelvin Guu, Panupong Pasupat, Evan Liu, et al.2017 · 230 citations
42. Automatically Labeled Data Generation for Large Scale Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Yubo Chen, Shulin Liu, Xiang Zhang, et al.2017 · 228 citations
43. Towards String-To-Tree Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Roee Aharoni, Yoav Goldberg2017 · 221 citations
44. Learning to Parse and Translate Improves Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Akiko Eriguchi, Yoshimasa Tsuruoka, Kyunghyun Cho2017 · 214 citations
45. Deep Multitask Learning for Semantic Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Peng, Sam Thomson, Noah A. Smith2017 · 211 citations
46. Morphological Inflection Generation with Hard Monotonic AttentionAnnual Meeting of the Association for Computational Linguistics (ACL)Roee Aharoni, Yoav Goldberg2017 · 209 citations
47. Hafez: an Interactive Poetry Generation SystemAnnual Meeting of the Association for Computational Linguistics (ACL)Marjan Ghazvininejad, Xing Shi, Jay Priyadarshi, et al.2017 · 196 citations
48. Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation ProjectionAnnual Meeting of the Association for Computational Linguistics (ACL)Jian Ni, Georgiana Dinu, Radu Florian2017 · 193 citations
49. Improved Neural Machine Translation with a Syntax-Aware Encoder and DecoderAnnual Meeting of the Association for Computational Linguistics (ACL)Huadong Chen, Shujian Huang, David Chiang, et al.2017 · 192 citations
50. Neural Discourse Structure for Text CategorizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yangfeng Ji, Noah A. Smith2017 · 180 citations
51. A Two-Stage Parsing Method for Text-Level Discourse AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Yizhong Wang, Sujian Li, Houfeng Wang2017 · 164 citations
52. Argument Mining with Structured SVMs and RNNsAnnual Meeting of the Association for Computational Linguistics (ACL)Vlad Niculae, Joonsuk Park, Claire Cardie2017 · 160 citations
53. Adversarial Connective-exploiting Networks for Implicit Discourse Relation ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Lianhui Qin, Zhisong Zhang, Hai Zhao, et al.2017 · 144 citations
54. Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Abhijit Mishra, Kuntal Dey, Pushpak Bhattacharyya2017 · 141 citations
55. Answering Complex Questions Using Open Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Tushar Khot, Ashish Sabharwal, Peter Clark2017 · 132 citations
56. FOIL it! Find One mismatch between Image and Language captionAnnual Meeting of the Association for Computational Linguistics (ACL)Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich, et al.2017 · 122 citations
57. Attention Strategies for Multi-Source Sequence-to-Sequence LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Jindřich Libovický, Jindřich Helcl2017 · 109 citations
58. AMR-to-text Generation with Synchronous Node Replacement GrammarLinfeng Song, Xiaochang Peng, Yue Zhang, et al.2017 · 109 citations
59. Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Lotem Peled, Roi Reichart2017 · 95 citations
60. Integrating Deep Linguistic Features in Factuality Prediction over Unified DatasetsAnnual Meeting of the Association for Computational Linguistics (ACL)Gabriel Stanovsky, Judith Eckle-Kohler, Yevgeniy Puzikov, et al.2017 · 62 citations
61. Lexical Features in Coreference Resolution: To be Used With CautionNafise Sadat Moosavi, Michael Strube2017 · 54 citations
62. Universal Dependencies Parsing for Colloquial Singaporean EnglishHongmin Wang, Yue Zhang, GuangYong Leonard Chan, et al.2017 · 49 citations
63. Learning attention for historical text normalization by learning to pronounceMarcel Bollmann, Joachim Bingel, Anders Søgaard2017 · 47 citations
64. Arc-swift: A Novel Transition System for Dependency ParsingPeng Qi, Christopher D. Manning2017 · 39 citations
65. A Generative Attentional Neural Network Model for Dialogue Act ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Quan Hung Tran, Gholamreza Haffari, Ingrid Zukerman2017 · 38 citations
66. Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Ting Liu, Yiming Cui, Qingyu Yin, et al.2017 · 37 citations
67. Ontology-Aware Token Embeddings for Prepositional Phrase AttachmentPradeep Dasigi, Waleed Ammar, Chris Dyer, et al.2017 · 35 citations
68. A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse RelationsAnnual Meeting of the Association for Computational Linguistics (ACL)Samuel Rönnqvist, Niko Schenk, Christian Chiarcos2017 · 27 citations
69. Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech TaggingHassan Sajjad, Fahim Dalvi, Nadir Durrani, et al.2017 · 26 citations
70. Improving Implicit Discourse Relation Recognition with Discourse-specific Word EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Changxing Wu, Xiaodong Shi, Yidong Chen, et al.2017 · 26 citations
71. Annotating tense, mood and voice for English, French and GermanAnita Ramm, Sharid Loáiciga, Annemarie Friedrich, et al.2017 · 25 citations
72. English Multiword Expression-aware Dependency Parsing Including Named EntitiesAkihiko Kato, Hiroyuki Shindo, Yuji Matsumoto2017 · 7 citations

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