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EMNLP 2018: all accepted papers

584 papers · page 5 of 6 · the most cited first · ← EMNLP 2018

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  1. Learning multiview embeddings for assessing dementia ↗Chloé Pou-Prom, Frank Rudzicz20 citations
  2. Self-Governing Neural Networks for On-Device Short Text Classification ↗Sujith Ravi, Zornitsa Kozareva20 citations
  3. Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts ↗Matthew Lamm, Arun Chaganty, Christopher D. Manning et al.20 citations
  4. Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging ↗Tao Gui, Qi Zhang, Jingjing Gong et al.20 citations
  5. Unsupervised Bilingual Lexicon Induction via Latent Variable Models ↗Zi-Yi Dou, Zhi-Hao Zhou, Shujian Huang20 citations
  6. Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models ↗Daniel Watson, Nasser Zalmout, Nizar Habash20 citations
  7. An Encoder-Decoder Approach to the Paradigm Cell Filling Problem ↗Miikka Silfverberg, Mans Hulden19 citations
  8. Automatic Post-Editing of Machine Translation: A Neural Programmer-Interpreter Approach ↗Thuy-Trang Vu, Gholamreza Haffari19 citations
  9. Convolutional Neural Networks with Recurrent Neural Filters ↗Yi Yang19 citations
  10. Game-Based Video-Context Dialogue ↗Ramakanth Pasunuru, Mohit Bansal19 citations
  11. Learning Concept Abstractness Using Weak Supervision ↗Ella Rabinovich, Benjamin Sznajder, Artem Spector et al.19 citations
  12. Learning End-to-End Goal-Oriented Dialog with Multiple Answers ↗Janarthanan Rajendran, Jatin Ganhotra, Satinder Singh et al.19 citations
  13. Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain ↗Mingming Sun, Xu Li, Ping Li19 citations
  14. Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning ↗Sotiris Lamprinidis, Daniel Hardt, Dirk Hovy19 citations
  15. Sisyphus, a Workflow Manager Designed for Machine Translation and Automatic Speech Recognition ↗Jan-Thorsten Peter, Eugen Beck, Hermann Ney · System Demonstrations19 citations
  16. Supervised and Unsupervised Methods for Robust Separation of Section Titles and Prose Text in Web Documents ↗Abhijith Athreya Mysore Gopinath, Shomir Wilson, Norman Sadeh19 citations
  17. Term Set Expansion based NLP Architect by Intel AI Lab ↗Jonathan Mamou, Oren Pereg, Moshe Wasserblat et al. · System Demonstrations19 citations
  18. The Importance of Generation Order in Language Modeling ↗Nicolas Ford, Daniel Duckworth, Mohammad Norouzi et al.19 citations
  19. Using Linguistic Features to Improve the Generalization Capability of Neural Coreference ResolversNafise Sadat Moosavi, Michael Strube19 citations · our summary
  20. A Deterministic Algorithm for Bridging Anaphora ResolutionYufang Hou18 citations · our summary
  21. Adversarial Training for Multi-task and Multi-lingual Joint Modeling of Utterance Intent Classification ↗Ryo Masumura, Yusuke Shinohara, Ryuichiro Higashinaka et al.18 citations
  22. Adversarial training for multi-context joint entity and relation extraction ↗Giannis Bekoulis, Johannes Deleu, Thomas Demeester et al.18 citations
  23. Decipherment of Substitution Ciphers with Neural Language Models ↗Nishant Kambhatla, Anahita Mansouri Bigvand, Anoop Sarkar18 citations
  24. Identifying the sentiment styles of YouTube's vloggers ↗Bennett Kleinberg, Maximilian Mozes, Isabelle van der Vegt18 citations
  25. Learning a Policy for Opportunistic Active Learning ↗Aishwarya Padmakumar, Peter Stone, Raymond Mooney18 citations
  26. On the Abstractiveness of Neural Document Summarization ↗Fangfang Zhang, Jin-ge Yao, Rui Yan18 citations
  27. Pyramidal Recurrent Unit for Language Modeling ↗Sachin Mehta, Rik Koncel-Kedziorski, Mohammad Rastegari et al.18 citations
  28. Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling ↗Zhiqing Sun, Zhi-Hong Deng18 citations
  29. Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations ↗Erik-Lân Do Dinh, Hannah Wieland, Iryna Gurevych18 citations
  30. Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation ↗Nikolay Bogoychev, Kenneth Heafield, Alham Fikri Aji et al.17 citations
  31. An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking ↗Yang Yang, Deyu Zhou, Yulan He17 citations
  32. Causal Explanation Analysis on Social Media ↗Youngseo Son, Nipun Bayas, H. Andrew Schwartz17 citations
  33. Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects ↗Cory Shain, William Schuler17 citations
  34. InferLite: Simple Universal Sentence Representations from Natural Language Inference Data ↗Jamie Kiros, William Chan17 citations
  35. Listening Comprehension over Argumentative Content ↗Shachar Mirkin, Guy Moshkowich, Matan Orbach et al.17 citations
  36. When science journalism meets artificial intelligence : An interactive demonstration ↗Raghuram Vadapalli, Bakhtiyar Syed, Nishant Prabhu et al. · System Demonstrations17 citations
  37. Automatic Event Salience Identification ↗Zhengzhong Liu, Chenyan Xiong, Teruko Mitamura et al.16 citations
  38. Bayesian Compression for Natural Language Processing ↗Nadezhda Chirkova, Ekaterina Lobacheva, Dmitry Vetrov16 citations
  39. Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages ↗Shyam Upadhyay, Jordan Kodner, Dan Roth16 citations
  40. Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content ↗Weiming Wen, Songwen Su, Zhou Yu16 citations
  41. Detecting Gang-Involved Escalation on Social Media Using Context ↗Serina Chang, Ruiqi Zhong, Ethan Adams et al.16 citations
  42. Effective Use of Context in Noisy Entity Linking ↗David Mueller, Greg Durrett16 citations
  43. Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit ↗Amrith Krishna, Bishal Santra, Sasi Prasanth Bandaru et al.16 citations
  44. Improving Reinforcement Learning Based Image Captioning with Natural Language Prior ↗Tszhang Guo, Shiyu Chang, Mo Yu et al.16 citations
  45. KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos ↗Egor Lakomkin, Sven Magg, Cornelius Weber et al. · System Demonstrations16 citations
  46. Semantics as a Foreign Language ↗Gabriel Stanovsky, Ido Dagan16 citations
  47. Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks ↗Biao Zhang, Deyi Xiong, Jinsong Su et al.16 citations
  48. WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition ↗Yufeng Diao, Hongfei Lin, Di Wu et al.16 citations
  49. A Probabilistic Annotation Model for Crowdsourcing CoreferenceSilviu Paun, Jon Chamberlain, Udo Kruschwitz et al.15 citations · our summary
  50. Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research ↗Haim Dubossarsky, Eitan Grossman, Daphna Weinshall15 citations
  51. Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation ↗Ryota Hinami, Shin'ichi Satoh15 citations
  52. ExtRA: Extracting Prominent Review Aspects from Customer Feedback ↗Zhiyi Luo, Shanshan Huang, Frank F. Xu et al.15 citations
  53. Grounding language acquisition by training semantic parsers using captioned videos ↗Candace Ross, Andrei Barbu, Yevgeni Berzak et al.15 citations
  54. Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data ↗Wenhui Wang, Baobao Chang, Mairgup Mansur15 citations
  55. Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set ↗Radu Tudor Ionescu, Andrei M. Butnaru15 citations
  56. Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings ↗Shafiq Joty, Lluís Màrquez, Preslav Nakov15 citations
  57. Sentence Compression for Arbitrary Languages via Multilingual Pivoting ↗Jonathan Mallinson, Rico Sennrich, Mirella Lapata15 citations
  58. Topic Intrusion for Automatic Topic Model Evaluation ↗Shraey Bhatia, Jey Han Lau, Timothy Baldwin15 citations
  59. A Challenge Set and Methods for Noun-Verb Ambiguity ↗Ali Elkahky, Kellie Webster, Daniel Andor et al.14 citations
  60. A Framework for Understanding the Role of Morphology in Universal Dependency Parsing ↗Mathieu Dehouck, Pascal Denis14 citations
  61. A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension ↗Jiahua Liu, Wan Wei, Maosong Sun et al.14 citations
  62. Convolutional Interaction Network for Natural Language Inference ↗Jingjing Gong, Xipeng Qiu, Xinchi Chen et al.14 citations
  63. Grounding Semantic Roles in Images ↗Carina Silberer, Manfred Pinkal14 citations
  64. Large-scale Exploration of Neural Relation Classification Architectures ↗Hoang-Quynh Le, Duy-Cat Can, Sinh T. Vu et al.14 citations
  65. Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding ↗Lifu Huang, Kyunghyun Cho, Boliang Zhang et al.14 citations
  66. Neural Ranking Models for Temporal Dependency Structure Parsing ↗Yuchen Zhang, Nianwen Xue14 citations
  67. Neural Related Work Summarization with a Joint Context-driven Attention Mechanism ↗Yongzhen Wang, Xiaozhong Liu, Zheng Gao14 citations
  68. Self-Governing Neural Networks for On-Device Short Text Classification ↗Sujith Ravi, Zornitsa Kozareva14 citations
  69. Speed Reading: Learning to Read ForBackward via Shuttle ↗Tsu-Jui Fu, Wei-Yun Ma14 citations
  70. The glass ceiling in NLP ↗Natalie Schluter14 citations
  71. APLenty: annotation tool for creating high-quality datasets using active and proactive learning ↗Minh-Quoc Nghiem, Sophia Ananiadou · System Demonstrations13 citations
  72. Automatic Pyramid Evaluation Exploiting EDU-based Extractive Reference Summaries ↗Tsutomu Hirao, Hidetaka Kamigaito, Masaaki Nagata13 citations
  73. Cascaded Mutual Modulation for Visual Reasoning ↗Yiqun Yao, Jiaming Xu, Feng Wang et al.13 citations
  74. Exploring Optimism and Pessimism in Twitter Using Deep Learning ↗Cornelia Caragea, Liviu P. Dinu, Bogdan Dumitru13 citations
  75. Fixing Translation Divergences in Parallel Corpora for Neural MTMinhQuang Pham, Josep Crego, Jean Senellart et al.13 citations · our summary
  76. Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates ↗Di Chen, Jiachen Du, Lidong Bing et al.13 citations
  77. Learning to Learn Semantic Parsers from Natural Language Supervision ↗Igor Labutov, Bishan Yang, Tom Mitchell13 citations
  78. Modeling Input Uncertainty in Neural Network Dependency Parsing ↗Rob van der Goot, Gertjan van Noord13 citations
  79. On the Strength of Character Language Models for Multilingual Named Entity Recognition ↗Xiaodong Yu, Stephen Mayhew, Mark Sammons et al.13 citations
  80. Revisiting the Importance of Encoding Logic Rules in Sentiment Classification ↗Kalpesh Krishna, Preethi Jyothi, Mohit Iyyer13 citations
  81. S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information ↗Jiaxin Pei, Chenliang Li13 citations
  82. A Multilingual Information Extraction Pipeline for Investigative Journalism ↗Gregor Wiedemann, Seid Muhie Yimam, Chris Biemann · System Demonstrations12 citations
  83. Chinese Pinyin Aided IME, Input What You Have Not Keystroked Yet ↗Yafang Huang, Hai Zhao12 citations
  84. Dependency-based Hybrid Trees for Semantic Parsing ↗Zhanming Jie, Wei Lu12 citations
  85. Entity Tracking Improves Cloze-style Reading Comprehension ↗Luong Hoang, Sam Wiseman, Alexander Rush12 citations
  86. Facts That Matter ↗Marco Ponza, Luciano Del Corro, Gerhard Weikum12 citations
  87. Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain ↗Yeon Seonwoo, Alice Oh, Sungjoon Park12 citations
  88. How to represent a word and predict it, too: Improving tied architectures for language modelling ↗Kristina Gulordava, Laura Aina, Gemma Boleda12 citations
  89. Integrating Knowledge-Supported Search into the INCEpTION Annotation Platform ↗Beto Boullosa, Richard Eckart de Castilho, Naveen Kumar et al. · System Demonstrations12 citations
  90. Learning Scalar Adjective Intensity from ParaphrasesAnne Cocos, Skyler Wharton, Ellie Pavlick et al.12 citations · our summary
  91. Memory, Show the Way: Memory Based Few Shot Word Representation Learning ↗Jingyuan Sun, Shaonan Wang, Chengqing Zong12 citations
  92. Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection ↗Massimo Nicosia, Alessandro Moschitti12 citations
  93. Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation ↗Murhaf Fares, Stephan Oepen, Erik Velldal12 citations
  94. Visualization of the Topic Space of Argument Search Results in args.me ↗Yamen Ajjour, Henning Wachsmuth, Dora Kiesel et al. · System Demonstrations12 citations
  95. Characterizing Interactions and Relationships between People ↗Farzana Rashid, Eduardo Blanco11 citations
  96. DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers ↗Jesse Dunietz, Jaime Carbonell, Lori Levin11 citations
  97. LIA: A Natural Language Programmable Personal Assistant ↗Igor Labutov, Shashank Srivastava, Tom Mitchell · System Demonstrations11 citations
  98. MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller ↗Seohyun Back, Seunghak Yu, Sathish Reddy Indurthi et al.11 citations
  99. Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension ↗Yi Tay, Anh Tuan Luu, Siu Cheung Hui11 citations
  100. Neural-Davidsonian Semantic Proto-role Labeling ↗Rachel Rudinger, Adam Teichert, Ryan Culkin et al.11 citations

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