Elamur Research⌕
☰
home / venues / ACL / 2019 / papers / page 3

ACL 2019: all accepted papers

703 papers · page 3 of 8 · the most cited first · ← ACL 2019

1 2 3 4 … 8

  1. Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards ↗Hou Pong Chan, Wang Chen, Lu Wang et al.90 citations
  2. Span-Level Model for Relation Extraction ↗Kalpit Dixit, Yaser Al-Onaizan90 citations
  3. BERT-based Lexical Substitution ↗Wangchunshu Zhou, Tao Ge, Ke Xu et al.89 citations
  4. Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading ↗Lianhui Qin, Michel Galley, Chris Brockett et al.89 citations
  5. DisSent: Learning Sentence Representations from Explicit Discourse RelationsAllen Nie, Erin Bennett, Noah Goodman88 citations · our summary
  6. Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives ↗Yi Tay, Shuohang Wang, Anh Tuan Luu et al.88 citations
  7. Enhancing Topic-to-Essay Generation with External Commonsense Knowledge ↗Pengcheng Yang, Lei Li, Fuli Luo et al.87 citations
  8. A Large-Scale Corpus for Conversation Disentanglement ↗Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph J. Peper et al.86 citations
  9. Robust Zero-Shot Cross-Domain Slot Filling with Example Values ↗Darsh Shah, Raghav Gupta, Amir Fayazi et al.86 citations
  10. ConvLab: Multi-Domain End-to-End Dialog System Platform ↗Sungjin Lee, Qi Zhu, Ryuichi Takanobu et al. · System Demonstrations85 citations
  11. Neural News Recommendation with Topic-Aware News Representation ↗Chuhan Wu, Fangzhao Wu, Mingxiao An et al.84 citations
  12. Training Neural Response Selection for Task-Oriented Dialogue Systems ↗Matthew Henderson, Ivan Vulić, Daniela Gerz et al.84 citations
  13. Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QAYichen Jiang, Mohit Bansal83 citations · our summary
  14. Large-Scale Transfer Learning for Natural Language Generation ↗Sergey Golovanov, Rauf Kurbanov, Sergey Nikolenko et al.82 citations
  15. What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal Cues ↗Yu Qin, Yi Yang82 citations
  16. Towards Understanding Linear Word Analogies ↗Kawin Ethayarajh, David Duvenaud, Graeme Hirst81 citations
  17. A Surprisingly Robust Trick for the Winograd Schema Challenge ↗Vid Kocijan, Ana-Maria Cretu, Oana-Maria Camburu et al.80 citations
  18. Decomposable Neural Paraphrase Generation ↗Zichao Li, Xin Jiang, Lifeng Shang et al.80 citations
  19. Topic-Aware Neural Keyphrase Generation for Social Media Language ↗Yue Wang, Jing Li, Hou Pong Chan et al.79 citations
  20. Distilling Translations with Visual Awareness ↗Julia Ive, Pranava Madhyastha, Lucia Specia78 citations
  21. Unsupervised Cross-Lingual Representation Learning ↗Sebastian Ruder, Anders Søgaard, Ivan Vulić · Tutorial Abstracts78 citations
  22. Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies ↗Yunsu Kim, Yingbo Gao, Hermann Ney77 citations
  23. NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language ↗Leon Weber, Pasquale Minervini, Jannes Münchmeyer et al.77 citations
  24. Pretraining Methods for Dialog Context Representation Learning ↗Shikib Mehri, Evgeniia Razumovskaia, Tiancheng Zhao et al.76 citations
  25. Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach ↗Zonghan Yang, Yong Cheng, Yang Liu et al.76 citations
  26. Unsupervised Neural Text Simplification ↗Sai Surya, Abhijit Mishra, Anirban Laha et al.76 citations
  27. On the Word Alignment from Neural Machine Translation ↗Xintong Li, Guanlin Li, Lemao Liu et al.75 citations
  28. Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation ↗Ronghang Hu, Daniel Fried, Anna Rohrbach et al.74 citations
  29. Categorizing and Inferring the Relationship between the Text and Image of Twitter Posts ↗Alakananda Vempala, Daniel Preoţiuc-Pietro72 citations
  30. Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language InferenceYonatan Belinkov, Adam Poliak, Stuart Shieber et al.72 citations · our summary
  31. Latent Variable Model for Multi-modal Translation ↗Iacer Calixto, Miguel Rios, Wilker Aziz72 citations
  32. Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title ↗Huimin Xu, Wenting Wang, Xin Mao et al.72 citations
  33. What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling Conversations ↗Verónica Pérez-Rosas, Xinyi Wu, Kenneth Resnicow et al.72 citations
  34. A Simple Theoretical Model of Importance for Summarization ↗Maxime Peyrard · 🏆 Outstanding Paper70 citations
  35. Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented DialogueAnusha Balakrishnan, Jinfeng Rao, Kartikeya Upasani et al.70 citations · our summary
  36. Multi-style Generative Reading Comprehension ↗Kyosuke Nishida, Itsumi Saito, Kosuke Nishida et al.70 citations
  37. Augmenting Neural Networks with First-order Logic ↗Tao Li, Vivek Srikumar68 citations
  38. Dense Procedure Captioning in Narrated Instructional Videos ↗Botian Shi, Lei Ji, Yaobo Liang et al.68 citations
  39. Meaning to Form: Measuring Systematicity as Information ↗Tiago Pimentel, Arya D. McCarthy, Damian Blasi et al.68 citations
  40. What Kind of Language Is Hard to Language-Model?Sabrina J. Mielke, Ryan Cotterell, Kyle Gorman et al.67 citations · our summary
  41. A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ↗Feng Nie, Jin-Ge Yao, Jinpeng Wang et al.66 citations
  42. Automatically Identifying Complaints in Social Media ↗Daniel Preoţiuc-Pietro, Mihaela Gaman, Nikolaos Aletras66 citations
  43. Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction ↗Yufang Hou, Charles Jochim, Martin Gleize et al.66 citations
  44. On the Summarization of Consumer Health Questions ↗Asma Ben Abacha, Dina Demner-Fushman66 citations
  45. Self-Attention Architectures for Answer-Agnostic Neural Question Generation ↗Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano66 citations
  46. Imitation Learning for Non-Autoregressive Neural Machine Translation ↗Bingzhen Wei, Mingxuan Wang, Hao Zhou et al.65 citations
  47. Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ↗Yi Tay, Aston Zhang, Anh Tuan Luu et al.65 citations
  48. Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine TranslationBram Bulte, Arda Tezcan65 citations · our summary
  49. Open Domain Event Extraction Using Neural Latent Variable Models ↗Xiao Liu, Heyan Huang, Yue Zhang65 citations
  50. TWEETQA: A Social Media Focused Question Answering Dataset ↗Wenhan Xiong, Jiawei Wu, Hong Wang et al.65 citations
  51. A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ↗Pengcheng Yang, Fuli Luo, Shuming Ma et al.64 citations
  52. Correlating Neural and Symbolic Representations of Language ↗Grzegorz Chrupała, Afra Alishahi64 citations
  53. Graph-based Dependency Parsing with Graph Neural Networks ↗Tao Ji, Yuanbin Wu, Man Lan64 citations
  54. ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification ↗Wei Jia, Dai Dai, Xinyan Xiao et al.63 citations
  55. Relation Embedding with Dihedral Group in Knowledge Graph ↗Canran Xu, Ruijiang Li63 citations
  56. Towards Near-imperceptible Steganographic Text ↗Falcon Dai, Zheng Cai63 citations
  57. Extracting Symptoms and their Status from Clinical Conversations ↗Nan Du, Kai Chen, Anjuli Kannan et al.62 citations
  58. Literary Event Detection ↗Matthew Sims, Jong Ho Park, David Bamman62 citations
  59. Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning ↗Tahira Naseem, Abhishek Shah, Hui Wan et al.62 citations
  60. A Unified Linear-Time Framework for Sentence-Level Discourse ParsingXiang Lin, Shafiq Joty, Prathyusha Jwalapuram et al.61 citations · our summary
  61. BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization ↗Kai Wang, Xiaojun Quan, Rui Wang61 citations
  62. Improving Neural Conversational Models with Entropy-Based Data Filtering ↗Richárd Csáky, Patrik Purgai, Gábor Recski61 citations
  63. NNE: A Dataset for Nested Named Entity Recognition in English Newswire ↗Nicky Ringland, Xiang Dai, Ben Hachey et al.61 citations
  64. Self-Supervised Learning for Contextualized Extractive Summarization ↗Hong Wang, Xin Wang, Wenhan Xiong et al.61 citations
  65. Domain Adaptation of Neural Machine Translation by Lexicon Induction ↗Junjie Hu, Mengzhou Xia, Graham Neubig et al.60 citations
  66. Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention ↗Xiangyu Duan, Mingming Yin, Min Zhang et al.60 citations
  67. Analyzing the Limitations of Cross-lingual Word Embedding Mappings ↗Aitor Ormazabal, Mikel Artetxe, Gorka Labaka et al.59 citations
  68. DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review Decisions ↗Tirthankar Ghosal, Rajeev Verma, Asif Ekbal et al.59 citations
  69. Few-Shot Representation Learning for Out-Of-Vocabulary Words ↗Ziniu Hu, Ting Chen, Kai-Wei Chang et al.59 citations
  70. Reranking for Neural Semantic Parsing ↗Pengcheng Yin, Graham Neubig59 citations
  71. Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text ↗Lukas Ruff, Yury Zemlyanskiy, Robert Vandermeulen et al.59 citations
  72. Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network ↗Martin Gleize, Eyal Shnarch, Leshem Choshen et al.58 citations
  73. Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems ↗Hung Le, Doyen Sahoo, Nancy Chen et al.58 citations
  74. Simultaneous Translation with Flexible Policy via Restricted Imitation Learning ↗Baigong Zheng, Renjie Zheng, Mingbo Ma et al.58 citations
  75. TARGER: Neural Argument Mining at Your Fingertips ↗Artem Chernodub, Oleksiy Oliynyk, Philipp Heidenreich et al. · System Demonstrations58 citations
  76. Unsupervised Paraphrasing without Translation ↗Aurko Roy, David Grangier58 citations
  77. A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings ↗Chris Sweeney, Maryam Najafian57 citations
  78. Careful Selection of Knowledge to Solve Open Book Question Answering ↗Pratyay Banerjee, Kuntal Kumar Pal, Arindam Mitra et al.57 citations
  79. ChID: A Large-scale Chinese IDiom Dataset for Cloze TestChujie Zheng, Minlie Huang, Aixin Sun57 citations · our summary
  80. How Large Are Lions? Inducing Distributions over Quantitative Attributes ↗Yanai Elazar, Abhijit Mahabal, Deepak Ramachandran et al.57 citations
  81. Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision ↗Abiola Obamuyide, Andreas Vlachos57 citations
  82. Self-Supervised Dialogue Learning ↗Jiawei Wu, Xin Wang, William Yang Wang57 citations
  83. Visually Grounded Neural Syntax Acquisition ↗Haoyue Shi, Jiayuan Mao, Kevin Gimpel et al.57 citations
  84. Learning Attention-based Embeddings for Relation Prediction in Knowledge GraphsDeepak Nathani, Jatin Chauhan, Charu Sharma et al.56 citations · our summary
  85. Second-Order Semantic Dependency Parsing with End-to-End Neural Networks ↗Xinyu Wang, Jingxian Huang, Kewei Tu56 citations
  86. Collaborative Dialogue in MinecraftAnjali Narayan-Chen, Prashant Jayannavar, Julia Hockenmaier55 citations · our summary
  87. Cross-Lingual Training for Automatic Question Generation ↗Vishwajeet Kumar, Nitish Joshi, Arijit Mukherjee et al.55 citations
  88. Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings ↗Matthew Le, Stephen Roller, Laetitia Papaxanthos et al.55 citations
  89. Argument Generation with Retrieval, Planning, and RealizationXinyu Hua, Zhe Hu, Lu Wang54 citations · our summary
  90. Exact Hard Monotonic Attention for Character-Level TransductionShijie Wu, Ryan Cotterell54 citations · our summary
  91. Lattice Transformer for Speech Translation ↗Pei Zhang, Niyu Ge, Boxing Chen et al.54 citations
  92. Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension ↗Minghao Hu, Yuxing Peng, Zhen Huang et al.54 citations
  93. This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation ↗Rui Zhang, Joel Tetreault54 citations
  94. CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication ↗Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen et al.53 citations
  95. Expressing Visual Relationships via Language ↗Hao Tan, Franck Dernoncourt, Zhe Lin et al.53 citations
  96. Fine-Grained Temporal Relation Extraction ↗Siddharth Vashishtha, Benjamin Van Durme, Aaron Steven White52 citations
  97. Matching Article Pairs with Graphical Decomposition and Convolutions ↗Bang Liu, Di Niu, Haojie Wei et al.52 citations
  98. Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes ↗Jie Cao, Michael Tanana, Zac Imel et al.52 citations
  99. Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization ↗Sangwoo Cho, Logan Lebanoff, Hassan Foroosh et al.51 citations
  100. Label-Agnostic Sequence Labeling by Copying Nearest Neighbors ↗Sam Wiseman, Karl Stratos51 citations

1 2 3 4 … 8

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/acl/2019/papers/page/3/