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EMNLP 2018: all accepted papers

584 papers · page 2 of 6 · the most cited first · ← EMNLP 2018

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  1. Content Selection in Deep Learning Models of SummarizationChris Kedzie, Kathleen McKeown, Hal Daumé III152 citations · our summary
  2. Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction ↗Dipendra Misra, Andrew Bennett, Valts Blukis et al.147 citations
  3. Translating a Math Word Problem to a Expression Tree ↗Lei Wang, Yan Wang, Deng Cai et al.147 citations
  4. Embedding Multimodal Relational Data for Knowledge Base Completion ↗Pouya Pezeshkpour, Liyan Chen, Sameer Singh145 citations
  5. BLEU is Not Suitable for the Evaluation of Text SimplificationElior Sulem, Omri Abend, Ari Rappoport144 citations · our summary
  6. Contextual Parameter Generation for Universal Neural Machine TranslationEmmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig et al.144 citations · our summary
  7. Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention ↗Xu Han, Pengfei Yu, Zhiyuan Liu et al.144 citations
  8. A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling CheckDingmin Wang, Yan Song, Jing Li et al.140 citations · our summary
  9. Interpretation of Natural Language Rules in Conversational Machine ReadingMarzieh Saeidi, Max Bartolo, Patrick Lewis et al.139 citations · our summary
  10. Keyphrase Generation with Correlation Constraints ↗Jun Chen, Xiaoming Zhang, Yu Wu et al.138 citations
  11. Training Deeper Neural Machine Translation Models with Transparent Attention ↗Ankur Bapna, Mia Chen, Orhan Firat et al.137 citations
  12. Towards Universal Dialogue State TrackingLiliang Ren, Kaige Xie, Lu Chen et al.136 citations · our summary
  13. Topic Memory Networks for Short Text Classification ↗Jichuan Zeng, Jing Li, Yan Song et al.135 citations
  14. Cross-topic Argument Mining from Heterogeneous SourcesChristian Stab, Tristan Miller, Benjamin Schiller et al.134 citations · our summary
  15. Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation ↗Jingjing Xu, Xuancheng Ren, Junyang Lin et al.134 citations
  16. Non-Adversarial Unsupervised Word Translation ↗Yedid Hoshen, Lior Wolf134 citations
  17. Localizing Moments in Video with Temporal Language ↗Lisa Anne Hendricks, Oliver Wang, Eli Shechtman et al.132 citations
  18. Learning to Describe Differences Between Pairs of Similar Images ↗Harsh Jhamtani, Taylor Berg-Kirkpatrick130 citations
  19. IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis ↗Navonil Majumder, Soujanya Poria, Alexander Gelbukh et al.126 citations
  20. Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks ↗Martin Schmitt, Simon Steinheber, Konrad Schreiber et al.126 citations
  21. Neural Metaphor Detection in ContextGe Gao, Eunsol Choi, Yejin Choi et al.126 citations · our summary
  22. Decoupling Strategy and Generation in Negotiation DialoguesHe He, Derek Chen, Anusha Balakrishnan et al.125 citations · our summary
  23. End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal ClassificationJindřich Libovický, Jindřich Helcl124 citations · our summary
  24. MTNT: A Testbed for Machine Translation of Noisy TextPaul Michel, Graham Neubig122 citations · our summary
  25. Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political StrategiesAnjalie Field, Doron Kliger, Shuly Wintner et al.119 citations · our summary
  26. Large-scale Cloze Test Dataset Created by Teachers ↗Qizhe Xie, Guokun Lai, Zihang Dai et al.119 citations
  27. RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes ↗Semih Yagcioglu, Aykut Erdem, Erkut Erdem et al.119 citations
  28. Dynamic Meta-Embeddings for Improved Sentence Representations ↗Douwe Kiela, Changhan Wang, Kyunghyun Cho117 citations
  29. The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification ↗Jing Chen, Qingcai Chen, Xin Liu et al.116 citations
  30. A Co-Attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness ↗Xiangju Li, Kaisong Song, Shi Feng et al.114 citations
  31. Differentiating Concepts and Instances for Knowledge Graph Embedding ↗Xin Lv, Lei Hou, Juanzi Li et al.112 citations
  32. Data Augmentation via Dependency Tree Morphing for Low-Resource LanguagesGözde Gül Şahin, Mark Steedman109 citations · our summary
  33. HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization ↗Kazuya Shimura, Jiyi Li, Fumiyo Fukumoto109 citations
  34. Unsupervised Cross-lingual Transfer of Word Embedding Spaces ↗Ruochen Xu, Yiming Yang, Naoki Otani et al.109 citations
  35. Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms ↗Yubo Chen, Hang Yang, Kang Liu et al.108 citations
  36. Neural Adaptation Layers for Cross-domain Named Entity Recognition ↗Bill Yuchen Lin, Wei Lu108 citations
  37. Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction ↗Ningyu Zhang, Shumin Deng, Zhanling Sun et al.107 citations
  38. A Neural Transition-based Model for Nested Mention Recognition ↗Bailin Wang, Wei Lu, Yu Wang et al.106 citations
  39. Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine TranslationYilin Yang, Liang Huang, Mingbo Ma106 citations · our summary
  40. Integrating Transformer and Paraphrase Rules for Sentence SimplificationSanqiang Zhao, Rui Meng, Daqing He et al.105 citations · our summary
  41. What Makes Reading Comprehension Questions Easier?Saku Sugawara, Kentaro Inui, Satoshi Sekine et al.105 citations · our summary
  42. Deep Relevance Ranking Using Enhanced Document-Query Interactions ↗Ryan McDonald, George Brokos, Ion Androutsopoulos104 citations
  43. Collecting Diverse Natural Language Inference Problems for Sentence Representation EvaluationAdam Poliak, Aparajita Haldar, Rachel Rudinger et al.102 citations · our summary
  44. Modeling Empathy and Distress in Reaction to News StoriesSven Buechel, Anneke Buffone, Barry Slaff et al.102 citations · our summary
  45. Towards a Better Metric for Evaluating Question Generation Systems ↗Preksha Nema, Mitesh M. Khapra102 citations
  46. Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN ↗Jingqiang Chen, Hai Zhuge98 citations
  47. SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach ↗Michael Petrochuk, Luke Zettlemoyer98 citations
  48. Word Mover's Embedding: From Word2Vec to Document Embedding ↗Lingfei Wu, Ian En-Hsu Yen, Kun Xu et al.97 citations
  49. A State-transition Framework to Answer Complex Questions over Knowledge Base ↗Sen Hu, Lei Zou, Xinbo Zhang95 citations
  50. Multi-Task Label Embedding for Text Classification ↗Honglun Zhang, Liqiang Xiao, Wenqing Chen et al.95 citations
  51. State-of-the-art Chinese Word Segmentation with Bi-LSTMs ↗Ji Ma, Kuzman Ganchev, David Weiss95 citations
  52. Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference ↗Yi Tay, Anh Tuan Luu, Siu Cheung Hui94 citations
  53. Privacy-preserving Neural Representations of Text ↗Maximin Coavoux, Shashi Narayan, Shay B. Cohen94 citations
  54. Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering ↗Jinhyuk Lee, Seongjun Yun, Hyunjae Kim et al.94 citations
  55. A Span Selection Model for Semantic Role Labeling ↗Hiroki Ouchi, Hiroyuki Shindo, Yuji Matsumoto93 citations
  56. Retrieval-Based Neural Code Generation ↗Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru et al.93 citations
  57. Syntactic Scaffolds for Semantic Structures ↗Swabha Swayamdipta, Sam Thomson, Kenton Lee et al.93 citations
  58. Deriving Machine Attention from Human Rationales ↗Yujia Bao, Shiyu Chang, Mo Yu et al.92 citations
  59. Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks ↗Steffen Eger, Paul Youssef, Iryna Gurevych92 citations
  60. Revisiting Character-Based Neural Machine Translation with Capacity and CompressionColin Cherry, George Foster, Ankur Bapna et al.92 citations · our summary
  61. A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation ↗Jingjing Xu, Xuancheng Ren, Yi Zhang et al.91 citations
  62. Semi-Supervised Learning for Neural Keyphrase Generation ↗Hai Ye, Lu Wang91 citations
  63. Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference ↗Reza Ghaeini, Xiaoli Fern, Prasad Tadepalli90 citations
  64. A Neural Local Coherence Model for Text Quality Assessment ↗Mohsen Mesgar, Michael Strube89 citations
  65. Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints ↗Ashutosh Baheti, Alan Ritter, Jiwei Li et al.86 citations
  66. Adversarial Evaluation of Multimodal Machine Translation ↗Desmond Elliott85 citations
  67. Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation ↗Marzieh Fadaee, Christof Monz85 citations
  68. Exploiting Deep Representations for Neural Machine Translation ↗Zi-Yi Dou, Zhaopeng Tu, Xing Wang et al.85 citations
  69. Reasoning about Actions and State Changes by Injecting Commonsense Knowledge ↗Niket Tandon, Bhavana Dalvi, Joel Grus et al.84 citations
  70. A Visual Attention Grounding Neural Model for Multimodal Machine Translation ↗Mingyang Zhou, Runxiang Cheng, Yong Jae Lee et al.83 citations
  71. Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency ↗Zhuang Ma, Michael Collins83 citations
  72. Toward Fast and Accurate Neural Discourse Segmentation ↗Yizhong Wang, Sujian Li, Jingfeng Yang83 citations
  73. Knowledge Graph Embedding with Hierarchical Relation Structure ↗Zhao Zhang, Fuzhen Zhuang, Meng Qu et al.82 citations
  74. Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction ↗Jinhua Du, Jingguang Han, Andy Way et al.81 citations
  75. Coherence-Aware Neural Topic Modeling ↗Ran Ding, Ramesh Nallapati, Bing Xiang80 citations
  76. Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding ↗Guanying Wang, Wen Zhang, Ruoxu Wang et al.80 citations
  77. How agents see things: On visual representations in an emergent language game ↗Diane Bouchacourt, Marco Baroni78 citations
  78. Three Strategies to Improve One-to-Many Multilingual Translation ↗Yining Wang, Jiajun Zhang, Feifei Zhai et al.78 citations
  79. SQL-to-Text Generation with Graph-to-Sequence Model ↗Kun Xu, Lingfei Wu, Zhiguo Wang et al.76 citations
  80. A Unified Syntax-aware Framework for Semantic Role Labeling ↗Zuchao Li, Shexia He, Jiaxun Cai et al.75 citations
  81. Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning ↗Yucheng Wang, Zhongyu Wei, Yaqian Zhou et al.75 citations
  82. TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim VerificationWenpeng Yin, Dan Roth75 citations · our summary
  83. Prediction Improves Simultaneous Neural Machine Translation ↗Ashkan Alinejad, Maryam Siahbani, Anoop Sarkar74 citations
  84. Semi-Autoregressive Neural Machine Translation ↗Chunqi Wang, Ji Zhang, Haiqing Chen73 citations
  85. Extending Neural Generative Conversational Model using External Knowledge Sources ↗Prasanna Parthasarathi, Joelle Pineau72 citations
  86. Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity ↗Xinnuo Xu, Ondřej Dušek, Ioannis Konstas et al.71 citations
  87. Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model ↗Kun Xu, Lingfei Wu, Zhiguo Wang et al.71 citations
  88. Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network ↗Jianfei Yu, Luís Marujo, Jing Jiang et al.71 citations
  89. Joint Learning for Emotion Classification and Emotion Cause Detection ↗Ying Chen, Wenjun Hou, Xiyao Cheng et al.71 citations
  90. Multi-view Models for Political Ideology Detection of News Articles ↗Vivek Kulkarni, Junting Ye, Steve Skiena et al.70 citations
  91. Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning ↗Shang-Yu Su, Xiujun Li, Jianfeng Gao et al.69 citations
  92. Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts ↗Di Jin, Peter Szolovits69 citations
  93. Adversarial Domain Adaptation for Duplicate Question Detection ↗Darsh Shah, Tao Lei, Alessandro Moschitti et al.68 citations
  94. Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training ↗Juntao Li, Yan Song, Haisong Zhang et al.67 citations
  95. simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions ↗Fenglin Liu, Xuancheng Ren, Yuanxin Liu et al.67 citations
  96. A Dataset for Telling the Stories of Social Media Videos ↗Spandana Gella, Mike Lewis, Marcus Rohrbach66 citations
  97. A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification ↗Mounica Maddela, Wei Xu66 citations
  98. Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification ↗Junyang Lin, Qi Su, Pengcheng Yang et al.66 citations
  99. Entity-aware Image Caption Generation ↗Di Lu, Spencer Whitehead, Lifu Huang et al.65 citations
  100. Learning To Split and Rephrase From Wikipedia Edit History ↗Jan A. Botha, Manaal Faruqui, John Alex et al.64 citations

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