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ACL 2019: all accepted papers

703 papers · page 2 of 8 · the most cited first · ← ACL 2019

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  1. Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ↗An Yang, Quan Wang, Jing Liu et al.148 citations
  2. DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction ↗Huaishao Luo, Tianrui Li, Bing Liu et al.147 citations
  3. Exploring Sequence-to-Sequence Learning in Aspect Term Extraction ↗Dehong Ma, Sujian Li, Fangzhao Wu et al.147 citations
  4. Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing ↗Sijie Mai, Haifeng Hu, Songlong Xing145 citations
  5. Encoding Social Information with Graph Convolutional Networks forPolitical Perspective Detection in News Media ↗Chang Li, Dan Goldwasser145 citations
  6. Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification ↗Zhi-Xiu Ye, Zhen-Hua Ling145 citations
  7. Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationBhuwan Dhingra, Manaal Faruqui, Ankur Parikh et al.144 citations · our summary
  8. Head-Driven Phrase Structure Grammar Parsing on Penn TreebankJunru Zhou, Hai Zhao143 citations · our summary
  9. Proactive Human-Machine Conversation with Explicit Conversation GoalWenquan Wu, Zhen Guo, Xiangyang Zhou et al.143 citations · our summary
  10. Deep Unknown Intent Detection with Margin LossTing-En Lin, Hua Xu142 citations · our summary
  11. Generating Responses with a Specific Emotion in Dialog ↗Zhenqiao Song, Xiaoqing Zheng, Lu Liu et al.142 citations
  12. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexMinjoon Seo, Jinhyuk Lee, Tom Kwiatkowski et al.141 citations · our summary
  13. SParC: Cross-Domain Semantic Parsing in ContextTao Yu, Rui Zhang, Michihiro Yasunaga et al.141 citations · our summary
  14. Is Word Segmentation Necessary for Deep Learning of Chinese Representations? ↗Xiaoya Li, Yuxian Meng, Xiaofei Sun et al.140 citations
  15. EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit EditingYue Dong, Zichao Li, Mehdi Rezagholizadeh et al.138 citations · our summary
  16. Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityJohn Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel et al.136 citations · our summary
  17. Compositional Questions Do Not Necessitate Multi-hop ReasoningSewon Min, Eric Wallace, Sameer Singh et al.136 citations · our summary
  18. A2N: Attending to Neighbors for Knowledge Graph Inference ↗Trapit Bansal, Da-Cheng Juan, Sujith Ravi et al.135 citations
  19. Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence TextsElizabeth Clark, Asli Celikyilmaz, Noah A. Smith135 citations · our summary
  20. Generating Fluent Adversarial Examples for Natural Languages ↗Huangzhao Zhang, Hao Zhou, Ning Miao et al.134 citations
  21. Domain Adaptive Dialog Generation via Meta Learning ↗Kun Qian, Zhou Yu132 citations
  22. Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-ray Reports ↗Baoyu Jing, Zeya Wang, Eric Xing132 citations
  23. Low-resource Deep Entity Resolution with Transfer and Active Learning ↗Jungo Kasai, Kun Qian, Sairam Gurajada et al.130 citations
  24. Errudite: Scalable, Reproducible, and Testable Error Analysis ↗Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer et al.128 citations
  25. Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting SummarizationManling Li, Lingyu Zhang, Heng Ji et al.128 citations · our summary
  26. Joint Type Inference on Entities and Relations via Graph Convolutional Networks ↗Changzhi Sun, Yeyun Gong, Yuanbin Wu et al.127 citations
  27. One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ↗Chongyang Tao, Wei Wu, Can Xu et al.127 citations
  28. A Neural Multi-digraph Model for Chinese NER with Gazetteers ↗Ruixue Ding, Pengjun Xie, Xiaoyan Zhang et al.126 citations
  29. An Effective Approach to Unsupervised Machine TranslationMikel Artetxe, Gorka Labaka, Eneko Agirre126 citations · our summary
  30. Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader ↗Wenhan Xiong, Mo Yu, Shiyu Chang et al.126 citations
  31. Topic Modeling with Wasserstein Autoencoders ↗Feng Nan, Ran Ding, Ramesh Nallapati et al.125 citations
  32. Unsupervised Question Answering by Cloze TranslationPatrick Lewis, Ludovic Denoyer, Sebastian Riedel125 citations · our summary
  33. Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ↗Christoph Alt, Marc Hübner, Leonhard Hennig124 citations
  34. Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention ↗Wenhu Chen, Jianshu Chen, Pengda Qin et al.124 citations
  35. Training Neural Machine Translation to Apply Terminology ConstraintsGeorgiana Dinu, Prashant Mathur, Marcello Federico et al.123 citations · our summary
  36. ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation ↗Hainan Zhang, Yanyan Lan, Liang Pang et al.122 citations
  37. A Just and Comprehensive Strategy for Using NLP to Address Online AbuseDavid Jurgens, Libby Hemphill, Eshwar Chandrasekharan121 citations · our summary
  38. Cross-Domain NER using Cross-Domain Language Modeling ↗Chen Jia, Xiaobo Liang, Yue Zhang119 citations
  39. Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study ↗Chinnadhurai Sankar, Sandeep Subramanian, Chris Pal et al.119 citations
  40. Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense DisambiguationDaniel Loureiro, Alípio Jorge119 citations · our summary
  41. Compound Probabilistic Context-Free Grammars for Grammar InductionYoon Kim, Chris Dyer, Alexander Rush117 citations · our summary
  42. Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks ↗Hongyu Lin, Yaojie Lu, Xianpei Han et al.117 citations
  43. AMR Parsing as Sequence-to-Graph Transduction ↗Sheng Zhang, Xutai Ma, Kevin Duh et al.116 citations
  44. Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ↗Minlong Peng, Xiaoyu Xing, Qi Zhang et al.115 citations
  45. Soft Contextual Data Augmentation for Neural Machine TranslationFei Gao, Jinhua Zhu, Lijun Wu et al.115 citations · our summary
  46. Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations ↗Sumeet Kumar, Kathleen Carley115 citations
  47. Data-to-text Generation with Entity ModelingRatish Puduppully, Li Dong, Mirella Lapata113 citations · our summary
  48. Hierarchical Transfer Learning for Multi-label Text Classification ↗Siddhartha Banerjee, Cem Akkaya, Francisco Perez-Sorrosal et al.112 citations
  49. Improving the Robustness of Question Answering Systems to Question Paraphrasing ↗Wee Chung Gan, Hwee Tou Ng112 citations
  50. Neural Relation Extraction for Knowledge Base Enrichment ↗Bayu Distiawan Trisedya, Gerhard Weikum, Jianzhong Qi et al.112 citations
  51. OpenKiwi: An Open Source Framework for Quality EstimationFabio Kepler, Jonay Trénous, Marcos Treviso et al. · System Demonstrations · 🏆 Best Demo Paper112 citations · our summary
  52. Fine-Grained Spoiler Detection from Large-Scale Review Corpora ↗Mengting Wan, Rishabh Misra, Ndapa Nakashole et al.109 citations
  53. Gender-preserving Debiasing for Pre-trained Word Embeddings ↗Masahiro Kaneko, Danushka Bollegala109 citations
  54. Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog ↗Zhe Gan, Yu Cheng, Ahmed Kholy et al.109 citations
  55. Multimodal Abstractive Summarization for How2 Videos ↗Shruti Palaskar, Jindřich Libovický, Spandana Gella et al.109 citations
  56. Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks ↗Jing Ma, Wei Gao, Shafiq Joty et al.109 citations
  57. Understanding Undesirable Word Embedding AssociationsKawin Ethayarajh, David Duvenaud, Graeme Hirst109 citations · our summary
  58. Zero-shot Word Sense Disambiguation using Sense Definition Embeddings ↗Sawan Kumar, Sharmistha Jat, Karan Saxena et al.109 citations
  59. Generalized Data Augmentation for Low-Resource TranslationMengzhou Xia, Xiang Kong, Antonios Anastasopoulos et al.108 citations · our summary
  60. Coreference Resolution with Entity EqualizationBen Kantor, Amir Globerson107 citations · our summary
  61. Improving Multi-turn Dialogue Modelling with Utterance ReWriter ↗Hui Su, Xiaoyu Shen, Rongzhi Zhang et al.106 citations
  62. Multi-Source Cross-Lingual Model Transfer: Learning What to ShareXilun Chen, Ahmed Hassan Awadallah, Hany Hassan et al.105 citations · our summary
  63. Target-Guided Open-Domain ConversationJianheng Tang, Tiancheng Zhao, Chenyan Xiong et al.105 citations · our summary
  64. Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionShany Barhom, Vered Shwartz, Alon Eirew et al.104 citations · our summary
  65. Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ↗Joey Tianyi Zhou, Hao Zhang, Di Jin et al.103 citations
  66. Controllable Paraphrase Generation with a Syntactic ExemplarMingda Chen, Qingming Tang, Sam Wiseman et al.102 citations · our summary
  67. Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ↗Zekang Li, Cheng Niu, Fandong Meng et al.102 citations
  68. Scoring Sentence Singletons and Pairs for Abstractive SummarizationLogan Lebanoff, Kaiqiang Song, Franck Dernoncourt et al.102 citations · our summary
  69. Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding SpacesBarun Patra, Joel Ruben Antony Moniz, Sarthak Garg et al.100 citations · our summary
  70. Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers ↗Haoyu Wang, Ming Tan, Mo Yu et al.100 citations
  71. Towards Improving Neural Named Entity Recognition with Gazetteers ↗Tianyu Liu, Jin-Ge Yao, Chin-Yew Lin98 citations
  72. Confusionset-guided Pointer Networks for Chinese Spelling Check ↗Dingmin Wang, Yi Tay, Li Zhong97 citations
  73. Does it Make Sense? And Why? A Pilot Study for Sense Making and ExplanationCunxiang Wang, Shuailong Liang, Yue Zhang et al.97 citations · our summary
  74. Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks ↗Shikhar Vashishth, Manik Bhandari, Prateek Yadav et al.97 citations
  75. Merge and Label: A Novel Neural Network Architecture for Nested NER ↗Joseph Fisher, Andreas Vlachos96 citations
  76. Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change ↗Haim Dubossarsky, Simon Hengchen, Nina Tahmasebi et al.96 citations
  77. Deep Dominance - How to Properly Compare Deep Neural Models ↗Rotem Dror, Segev Shlomov, Roi Reichart95 citations
  78. We Need to Talk about Standard Splits ↗Kyle Gorman, Steven Bedrick · 🏆 Outstanding Paper95 citations
  79. GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling ↗Yijin Liu, Fandong Meng, Jinchao Zhang et al.94 citations
  80. Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video ↗Zhenfang Chen, Lin Ma, Wenhan Luo et al.94 citations
  81. Are Red Roses Red? Evaluating Consistency of Question-Answering Models ↗Marco Tulio Ribeiro, Carlos Guestrin, Sameer Singh93 citations
  82. End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories ↗Rui Mao, Chenghua Lin, Frank Guerin93 citations
  83. Generating Sentences from Disentangled Syntactic and Semantic SpacesYu Bao, Hao Zhou, Shujian Huang et al.93 citations · our summary
  84. Variational Pretraining for Semi-supervised Text Classification ↗Suchin Gururangan, Tam Dang, Dallas Card et al.93 citations
  85. Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ↗Alex Wang, Jan Hula, Patrick Xia et al.92 citations
  86. Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge ↗Ziran Li, Ning Ding, Zhiyuan Liu et al.92 citations
  87. Comparison of Diverse Decoding Methods from Conditional Language Models ↗Daphne Ippolito, Reno Kriz, João Sedoc et al.92 citations
  88. Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View ↗Renfen Hu, Shen Li, Shichen Liang92 citations
  89. Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization ↗Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai et al.92 citations
  90. Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis ↗Jialong Tang, Ziyao Lu, Jinsong Su et al.92 citations
  91. XQA: A Cross-lingual Open-domain Question Answering Dataset ↗Jiahua Liu, Yankai Lin, Zhiyuan Liu et al.92 citations
  92. A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains ↗Dominik Schlechtweg, Anna Hätty, Marco Del Tredici et al.91 citations
  93. Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction ↗Kosuke Nishida, Kyosuke Nishida, Masaaki Nagata et al.91 citations
  94. CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate SpeechYi-Ling Chung, Elizaveta Kuzmenko, Serra Sinem Tekiroglu et al.91 citations · our summary
  95. Incorporating Priors with Feature Attribution on Text Classification ↗Frederick Liu, Besim Avci91 citations
  96. Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions ↗Jierui Li, Lei Wang, Jipeng Zhang et al.91 citations
  97. Multi-Hop Paragraph Retrieval for Open-Domain Question Answering ↗Yair Feldman, Ran El-Yaniv91 citations
  98. Multi-grained Named Entity Recognition ↗Congying Xia, Chenwei Zhang, Tao Yang et al.91 citations
  99. On the Robustness of Self-Attentive Models ↗Yu-Lun Hsieh, Minhao Cheng, Da-Cheng Juan et al.91 citations
  100. Improved Zero-shot Neural Machine Translation via Ignoring Spurious CorrelationsJiatao Gu, Yong Wang, Kyunghyun Cho et al.90 citations · our summary

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