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EMNLP 2019: all accepted papers

741 papers · page 7 of 8 · the most cited first · ← EMNLP 2019

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  1. Negative Focus Detection via Contextual Attention Mechanism ↗Longxiang Shen, Bowei Zou, Yu Hong et al.9 citations
  2. Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping ↗Jian Ni, Radu Florian9 citations
  3. Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching ↗Mingtong Liu, Yujie Zhang, Jinan Xu et al.9 citations
  4. Revisit Automatic Error Detection for Wrong and Missing Translation – A Supervised Approach ↗Wenqiang Lei, Weiwen Xu, Ai Ti Aw et al.9 citations
  5. Rewarding Coreference Resolvers for Being Consistent with World KnowledgeRahul Aralikatte, Heather Lent, Ana Valeria Gonzalez et al.9 citations · our summary
  6. Towards Linear Time Neural Machine Translation with Capsule Networks ↗Mingxuan Wang, Jun Xie, Zhixing Tan et al.9 citations
  7. Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings ↗Haozhou Wang, James Henderson, Paola Merlo9 citations
  8. A Deep Neural Information Fusion Architecture for Textual Network Embeddings ↗Zenan Xu, Qinliang Su, Xiaojun Quan et al.8 citations
  9. Adaptive Parameterization for Neural Dialogue Generation ↗Hengyi Cai, Hongshen Chen, Cheng Zhang et al.8 citations
  10. Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling ↗Koki Washio, Satoshi Sekine, Tsuneaki Kato8 citations
  11. Emotion Detection with Neural Personal Discrimination ↗Xiabing Zhou, Zhongqing Wang, Shoushan Li et al.8 citations
  12. LIDA: Lightweight Interactive Dialogue Annotator ↗Edward Collins, Nikolai Rozanov, Bingbing Zhang · System Demonstrations8 citations
  13. Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL ↗Haoyan Liu, Lei Fang, Qian Liu et al.8 citations
  14. Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs ↗Dongyeop Kang, Eduard Hovy8 citations
  15. Machine Translation With Weakly Paired Documents ↗Lijun Wu, Jinhua Zhu, Di He et al.8 citations
  16. Modeling Multi-Action Policy for Task-Oriented Dialogues ↗Lei Shu, Hu Xu, Bing Liu et al.8 citations
  17. Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations ↗Carlos Escolano, Marta R. Costa-jussà, Elora Lacroux et al. · System Demonstrations8 citations
  18. Phrase Grounding by Soft-Label Chain Conditional Random Field ↗Jiacheng Liu, Julia Hockenmaier8 citations
  19. PyOpenDial: A Python-based Domain-Independent Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules ↗Youngsoo Jang, Jongmin Lee, Jaeyoung Park et al. · System Demonstrations8 citations
  20. RNN Architecture Learning with Sparse Regularization ↗Jesse Dodge, Roy Schwartz, Hao Peng et al.8 citations
  21. Shallow Domain Adaptive Embeddings for Sentiment Analysis ↗Prathusha K Sarma, Yingyu Liang, William Sethares8 citations
  22. What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis ↗Xiaolei Huang, Jonathan May, Nanyun Peng8 citations
  23. A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection ↗Kurt Junshean Espinosa, Makoto Miwa, Sophia Ananiadou7 citations
  24. Automatic Taxonomy Induction and Expansion ↗Nicolas Rodolfo Fauceglia, Alfio Gliozzo, Sarthak Dash et al. · System Demonstrations7 citations
  25. Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation ↗Mingyang Zhou, Josh Arnold, Zhou Yu7 citations
  26. CFO: A Framework for Building Production NLP Systems ↗Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda et al. · System Demonstrations7 citations
  27. Constraint-based Learning of Phonological Processes ↗Shraddha Barke, Rose Kunkel, Nadia Polikarpova et al.7 citations
  28. Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition ↗Zhenjie Zhao, Andrew Cattle, Evangelos Papalexakis et al.7 citations
  29. Extracting Possessions from Social Media: Images Complement Language ↗Dhivya Chinnappa, Srikala Murugan, Eduardo Blanco7 citations
  30. HARE: a Flexible Highlighting Annotator for Ranking and Exploration ↗Denis Newman-Griffis, Eric Fosler-Lussier · System Demonstrations7 citations
  31. Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling ↗Linqing Liu, Wei Yang, Jinfeng Rao et al.7 citations
  32. Incorporating Label Dependencies in Multilabel Stance Detection ↗William Ferreira, Andreas Vlachos7 citations
  33. Learning to Copy for Automatic Post-Editing ↗Xuancheng Huang, Yang Liu, Huanbo Luan et al.7 citations
  34. Modeling Color Terminology Across Thousands of Languages ↗Arya D. McCarthy, Winston Wu, Aaron Mueller et al.7 citations
  35. Polly Want a Cracker: Analyzing Performance of Parroting on Paraphrase Generation Datasets ↗Hong-Ren Mao, Hung-Yi Lee7 citations
  36. Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study ↗Aixiu An, Peng Qian, Ethan Wilcox et al.7 citations
  37. Revealing and Predicting Online Persuasion Strategy with Elementary Units ↗Gaku Morio, Ryo Egawa, Katsuhide Fujita7 citations
  38. Summary Cloze: A New Task for Content Selection in Topic-Focused Summarization ↗Daniel Deutsch, Dan Roth7 citations
  39. Surface Realisation Using Full Delexicalisation ↗Anastasia Shimorina, Claire Gardent7 citations
  40. TEASPN: Framework and Protocol for Integrated Writing Assistance Environments ↗Masato Hagiwara, Takumi Ito, Tatsuki Kuribayashi et al. · System Demonstrations7 citations
  41. TellMeWhy: Learning to Explain Corrective Feedback for Second Language Learners ↗Yi-Huei Lai, Jason Chang · System Demonstrations7 citations
  42. ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation ↗Qiongkai Xu, Chenchen Xu, Lizhen Qu · System Demonstrations6 citations
  43. Comparing and Developing Tools to Measure the Readability of Domain-Specific Texts ↗Elissa M. Redmiles, Lisa Maszkiewicz, Emily Hwang et al.6 citations
  44. Correlations between Word Vector Sets ↗Vitalii Zhelezniak, April Shen, Daniel Busbridge et al.6 citations
  45. FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning ↗Jonas Pfeiffer, Christian M. Meyer, Claudia Schulz et al. · System Demonstrations6 citations
  46. Latent-Variable Generative Models for Data-Efficient Text Classification ↗Xiaoan Ding, Kevin Gimpel6 citations
  47. Minimally Supervised Learning of Affective Events Using Discourse Relations ↗Jun Saito, Yugo Murawaki, Sadao Kurohashi6 citations
  48. Modeling the Relationship between User Comments and Edits in Document Revision ↗Xuchao Zhang, Dheeraj Rajagopal, Michael Gamon et al.6 citations
  49. Multi-Granularity Representations of Dialog ↗Shikib Mehri, Maxine Eskenazi6 citations
  50. Multilingual word translation using auxiliary languages ↗Hagai Taitelbaum, Gal Chechik, Jacob Goldberger6 citations
  51. Neural Conversation Recommendation with Online Interaction Modeling ↗Xingshan Zeng, Jing Li, Lu Wang et al.6 citations
  52. Ranking and Sampling in Open-Domain Question Answering ↗Yanfu Xu, Zheng Lin, Yuanxin Liu et al.6 citations
  53. Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling ↗Bo-Hsiang Tseng, Marek Rei, Paweł Budzianowski et al.6 citations
  54. Similarity Based Auxiliary Classifier for Named Entity Recognition ↗Shiyuan Xiao, Yuanxin Ouyang, Wenge Rong et al.6 citations
  55. The Myth of Double-Blind Review Revisited: ACL vs. EMNLP ↗Cornelia Caragea, Ana Uban, Liviu P. Dinu6 citations
  56. Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework ↗Junfan Chen, Richong Zhang, Yongyi Mao et al.6 citations
  57. Understanding the Effect of Textual Adversaries in Multimodal Machine Translation ↗Koel Dutta Chowdhury, Desmond Elliott6 citations
  58. Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task ↗Alireza Mohammadshahi, Rémi Lebret, Karl Aberer5 citations
  59. CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion Forums ↗Ella Rabinovich, Masih Sultani, Suzanne Stevenson5 citations
  60. Deep Copycat Networks for Text-to-Text Generation ↗Julia Ive, Pranava Madhyastha, Lucia Specia5 citations
  61. Grounding learning of modifier dynamics: An application to color naming ↗Xudong Han, Philip Schulz, Trevor Cohn5 citations
  62. Look-up and Adapt: A One-shot Semantic Parser ↗Zhichu Lu, Forough Arabshahi, Igor Labutov et al.5 citations
  63. Low-Resource Response Generation with Template Prior ↗Ze Yang, Wei Wu, Jian Yang et al.5 citations
  64. MAssistant: A Personal Knowledge Assistant for MOOC Learners ↗Lan Jiang, Shuhan Hu, Mingyu Huang et al. · System Demonstrations5 citations
  65. Multilingual Grammar Induction with Continuous Language Identification ↗Wenjuan Han, Ge Wang, Yong Jiang et al.5 citations
  66. NeuronBlocks: Building Your NLP DNN Models Like Playing Lego ↗Ming Gong, Linjun Shou, Wutao Lin et al. · System Demonstrations5 citations
  67. Partners in Crime: Multi-view Sequential Inference for Movie Understanding ↗Nikos Papasarantopoulos, Lea Frermann, Mirella Lapata et al.5 citations
  68. Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes ↗Litton J Kurisinkel, Nancy Chen5 citations
  69. Text Genre and Training Data Size in Human-like Parsing ↗John Hale, Adhiguna Kuncoro, Keith Hall et al.5 citations
  70. The Role of Pragmatic and Discourse Context in Determining Argument ImpactEsin Durmus, Faisal Ladhak, Claire Cardie5 citations · our summary
  71. Towards Extracting Medical Family History from Natural Language Interactions: A New Dataset and Baselines ↗Mahmoud Azab, Stephane Dadian, Vivi Nastase et al.5 citations
  72. Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets ↗Esma Balkir, Masha Naslidnyk, Dave Palfrey et al.5 citations
  73. Weak Supervision for Learning Discourse Structure ↗Sonia Badene, Kate Thompson, Jean-Pierre Lorré et al.5 citations
  74. Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation ↗Yogarshi Vyas, Marine Carpuat5 citations
  75. Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers ↗Adam Fisch, Jiang Guo, Regina Barzilay5 citations
  76. A Label Informative Wide & Deep Classifier for Patents and Papers ↗Muyao Niu, Jie Cai4 citations
  77. Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech ↗Yuanfeng Song, Di Jiang, Weiwei Zhao et al. · System Demonstrations4 citations
  78. Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training ↗Alham Fikri Aji, Kenneth Heafield, Nikolay Bogoychev4 citations
  79. Controlling Sequence-to-Sequence Models - A Demonstration on Neural-based Acrostic Generator ↗Liang-Hsin Shen, Pei-Lun Tai, Chao-Chung Wu et al. · System Demonstrations4 citations
  80. Cross-Cultural Transfer Learning for Text Classification ↗Dor Ringel, Gal Lavee, Ido Guy et al.4 citations
  81. Hierarchy Response Learning for Neural Conversation Generation ↗Bo Zhang, Xiaoming Zhang4 citations
  82. Memory Grounded Conversational Reasoning ↗Seungwhan Moon, Pararth Shah, Rajen Subba et al. · System Demonstrations4 citations
  83. Modelling Stopping Criteria for Search Results using Poisson Processes ↗Alison Sneyd, Mark Stevenson4 citations
  84. Nonsense!: Quality Control via Two-Step Reason Selection for Annotating Local Acceptability and Related Attributes in News Editorials ↗Wonsuk Yang, Seungwon Yoon, Ada Carpenter et al.4 citations
  85. Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm ↗Moontae Lee, Sungjun Cho, David Bindel et al.4 citations
  86. Semantic Relatedness Based Re-ranker for Text Spotting ↗Ahmed Sabir, Francesc Moreno, Lluís Padró4 citations
  87. Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization ↗Yingchi Liu, Quanzhi Li, Marika Cifor et al.4 citations
  88. VizSeq: a visual analysis toolkit for text generation tasks ↗Changhan Wang, Anirudh Jain, Danlu Chen et al. · System Demonstrations4 citations
  89. A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs ↗Katsuhiko Hayashi, Masashi Shimbo3 citations
  90. A Regularization-based Framework for Bilingual Grammar Induction ↗Yong Jiang, Wenjuan Han, Kewei Tu3 citations
  91. Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching ↗Bo Shao, Yeyun Gong, Weizhen Qi et al.3 citations
  92. Big Generalizations with Small Data: Exploring the Role of Training Samples in Learning Adjectives of Size ↗Sandro Pezzelle, Raquel Fernández3 citations
  93. Detecting and Reducing Bias in a High Stakes Domain ↗Ruiqi Zhong, Yanda Chen, Desmond Patton et al.3 citations
  94. Easy First Relation Extraction with Information Redundancy ↗Shuai Ma, Gang Wang, Yansong Feng et al.3 citations
  95. Experimenting with Power Divergences for Language Modeling ↗Matthieu Labeau, Shay B. Cohen3 citations
  96. Learning to Flip the Sentiment of Reviews from Non-Parallel Corpora ↗Canasai Kruengkrai3 citations
  97. MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering ↗Hojae Han, Seungtaek Choi, Haeju Park et al.3 citations
  98. ProSeqo: Projection Sequence Networks for On-Device Text Classification ↗Zornitsa Kozareva, Sujith Ravi3 citations
  99. Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification ↗Pengcheng Yang, Junyang Lin, Jingjing Xu et al.3 citations
  100. The Challenges of Optimizing Machine Translation for Low Resource Cross-Language Information Retrieval ↗Constantine Lignos, Daniel Cohen, Yen-Chieh Lien et al.3 citations

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