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COLING 2020: all accepted papers

657 papers · page 2 of 7 · the most cited first · ← COLING 2020

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  1. Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction ↗Angrosh Mandya, Danushka Bollegala, Frans Coenen37 citations
  2. Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework ↗Shweta Yadav, Jainish Chauhan, Joy Prakash Sain et al.37 citations
  3. Answer-driven Deep Question Generation based on Reinforcement Learning ↗Liuyin Wang, Zihan Xu, Zibo Lin et al.36 citations
  4. How Domain Terminology Affects Meeting Summarization Performance ↗Jia Jin Koay, Alexander Roustai, Xiaojin Dai et al.36 citations
  5. Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training ↗Yingyao Wang, Junwei Bao, Guangyi Liu et al.36 citations
  6. Linguistic Profiling of a Neural Language Model ↗Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta et al.36 citations
  7. Multimodal Sentence Summarization via Multimodal Selective Encoding ↗Haoran Li, Junnan Zhu, Jiajun Zhang et al.36 citations
  8. User Memory Reasoning for Conversational Recommendation ↗Hu Xu, Seungwhan Moon, Honglei Liu et al.36 citations
  9. Improving Grammatical Error Correction with Data Augmentation by Editing Latent Representation ↗Zhaohong Wan, Xiaojun Wan, Wenguang Wang35 citations
  10. An Industry Evaluation of Embedding-based Entity Alignment ↗Ziheng Zhang, Hualuo Liu, Jiaoyan Chen et al. · Industry Track34 citations
  11. Informative Manual Evaluation of Machine Translation Output ↗Maja Popović34 citations
  12. Biased TextRank: Unsupervised Graph-Based Content Extraction ↗Ashkan Kazemi, Verónica Pérez-Rosas, Rada Mihalcea33 citations
  13. Effective Few-Shot Classification with Transfer Learning ↗Aakriti Gupta, Kapil Thadani, Neil O'Hare33 citations
  14. Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition ↗Cedric Lothritz, Kevin Allix, Lisa Veiber et al.33 citations
  15. Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification ↗Juan Li, Ruoxu Wang, Ningyu Zhang et al.33 citations
  16. Rethinking the Value of Transformer Components ↗Wenxuan Wang, Zhaopeng Tu33 citations
  17. Summarize before Aggregate: A Global-to-local Heterogeneous Graph Inference Network for Conversational Emotion Recognition ↗Dongming Sheng, Dong Wang, Ying Shen et al.33 citations
  18. WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization ↗Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang33 citations
  19. AraBench: Benchmarking Dialectal Arabic-English Machine Translation ↗Hassan Sajjad, Ahmed Abdelali, Nadir Durrani et al.32 citations
  20. Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction ↗Huiwei Zhou, Yibin Xu, Weihong Yao et al.32 citations
  21. Rhetoric, Logic, and Dialectic: Advancing Theory-based Argument Quality Assessment in Natural Language Processing ↗Anne Lauscher, Lily Ng, Courtney Napoles et al.32 citations
  22. Appraisal Theories for Emotion Classification in Text ↗Jan Hofmann, Enrica Troiano, Kai Sassenberg et al.31 citations
  23. Context-Aware Cross-Attention for Non-Autoregressive Translation ↗Liang Ding, Longyue Wang, Di Wu et al.31 citations
  24. Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems ↗Jian Wang, Junhao Liu, Wei Bi et al.31 citations
  25. R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning ↗Irene Li, Alexander Fabbri, Swapnil Hingmire et al.31 citations
  26. Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction ↗Oren Pereg, Daniel Korat, Moshe Wasserblat31 citations
  27. Connecting the Dots Between Fact Verification and Fake News Detection ↗Qifei Li, Wangchunshu Zhou30 citations
  28. Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism ↗Shirong Shen, Guilin Qi, Zhen Li et al.30 citations
  29. I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning ↗Jungwoo Lim, Dongsuk Oh, Yoonna Jang et al.30 citations
  30. Intent Mining from past conversations for Conversational Agent ↗Ajay Chatterjee, Shubhashis Sengupta30 citations
  31. Knowledge Graph Embedding with Atrous Convolution and Residual Learning ↗Feiliang Ren, Juchen Li, Huihui Zhang et al.30 citations
  32. Measuring Correlation-to-Causation Exaggeration in Press Releases ↗Bei Yu, Jun Wang, Lu Guo et al.30 citations
  33. A Survey of Automatic Personality Detection from Texts ↗Sanja Stajner, Seren Yenikent29 citations
  34. GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation ↗Zhijing Jin, Qipeng Guo, Xipeng Qiu et al.29 citations
  35. Heterogeneous Graph Neural Networks to Predict What Happen Next ↗Jianming Zheng, Fei Cai, Yanxiang Ling et al.29 citations
  36. Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams ↗Yuanhe Tian, Yan Song, Fei Xia29 citations
  37. Learn to Combine Linguistic and Symbolic Information for Table-based Fact Verification ↗Qi Shi, Yu Zhang, Qingyu Yin et al.29 citations
  38. Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations ↗Sheng Liang, Philipp Dufter, Hinrich Schütze29 citations
  39. Multimodal Topic-Enriched Auxiliary Learning for Depression Detection ↗Minghui An, Jingjing Wang, Shoushan Li et al.29 citations
  40. Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational Recommendation ↗Rajdeep Sarkar, Koustava Goswami, Mihael Arcan et al.29 citations
  41. Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer ↗Yufang Huang, Wentao Zhu, Deyi Xiong et al.28 citations
  42. Dynamic Curriculum Learning for Low-Resource Neural Machine Translation ↗Chen Xu, Bojie Hu, Yufan Jiang et al.28 citations
  43. Event Coreference Resolution with their Paraphrases and Argument-aware EmbeddingsYutao Zeng, Xiaolong Jin, Saiping Guan et al.28 citations · our summary
  44. Exploiting Microblog Conversation Structures to Detect Rumors ↗Jiawen Li, Yudianto Sujana, Hung-Yu Kao28 citations
  45. KeyGames: A Game Theoretic Approach to Automatic Keyphrase Extraction ↗Arnav Saxena, Mudit Mangal, Goonjan Jain28 citations
  46. LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization ↗Nurul Lubis, Christian Geishauser, Michael Heck et al.28 citations
  47. Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning ↗Weipeng Huang, Xingyi Cheng, Kunlong Chen et al.28 citations
  48. Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet ↗Bairu Hou, Fanchao Qi, Yuan Zang et al.28 citations
  49. AutoMeTS: The Autocomplete for Medical Text Simplification ↗Hoang Van, David Kauchak, Gondy Leroy27 citations
  50. DaN+: Danish Nested Named Entities and Lexical Normalization ↗Barbara Plank, Kristian Nørgaard Jensen, Rob van der Goot27 citations
  51. Federated Learning for Spoken Language Understanding ↗Zhiqi Huang, Fenglin Liu, Yuexian Zou27 citations
  52. Formality Style Transfer with Shared Latent Space ↗Yunli Wang, Yu Wu, Lili Mou et al.27 citations
  53. Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources ↗Qianglong Chen, Feng Ji, Haiqing Chen et al.27 citations
  54. MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing ↗Tao Zhang, Congying Xia, Chun-Ta Lu et al.27 citations
  55. Complaint Identification in Social Media with Transformer Networks ↗Mali Jin, Nikolaos Aletras26 citations
  56. Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale ↗Ozan Caglayan, Pranava Madhyastha, Lucia Specia26 citations
  57. Detect All Abuse! Toward Universal Abusive Language Detection Models ↗Kunze Wang, Dong Lu, Caren Han et al.26 citations
  58. Distill and Replay for Continual Language Learning ↗Jingyuan Sun, Shaonan Wang, Jiajun Zhang et al.26 citations
  59. Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity ↗Yang Zhao, Lu Xiang, Junnan Zhu et al.26 citations
  60. Don't take “nswvtnvakgxpm” for an answer –The surprising vulnerability of automatic content scoring systems to adversarial input ↗Yuning Ding, Brian Riordan, Andrea Horbach et al.25 citations
  61. Neural Approaches for Natural Language Interfaces to Databases: A Survey ↗Radu Cristian Alexandru Iacob, Florin Brad, Elena-Simona Apostol et al.25 citations
  62. Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction ↗Minh Tran, Yipeng Zhang, Mohammad Soleymani25 citations
  63. A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples ↗Zhao Meng, Roger Wattenhofer24 citations
  64. Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution ↗Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy et al.24 citations
  65. Constituency Lattice Encoding for Aspect Term Extraction ↗Yunyi Yang, Kun Li, Xiaojun Quan et al.24 citations
  66. Exploring Question-Specific Rewards for Generating Deep Questions ↗Yuxi Xie, Liangming Pan, Dongzhe Wang et al.24 citations
  67. Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification ↗Aleksandra Edwards, Jose Camacho-Collados, Hélène De Ribaupierre et al.24 citations
  68. Interactively-Propagative Attention Learning for Implicit Discourse Relation RecognitionHuibin Ruan, Yu Hong, Yang Xu et al.24 citations · our summary
  69. Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases ↗Sheng Bi, Xiya Cheng, Yuan-Fang Li et al.24 citations
  70. Multilingual Epidemiological Text Classification: A Comparative Study ↗Stephen Mutuvi, Emanuela Boros, Antoine Doucet et al.24 citations
  71. Predicting Clickbait Strength in Online Social Media ↗Vijayasaradhi Indurthi, Bakhtiyar Syed, Manish Gupta et al.24 citations
  72. RuSemShift: a dataset of historical lexical semantic change in Russian ↗Julia Rodina, Andrey Kutuzov24 citations
  73. Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction ↗Tong Zhu, Haitao Wang, Junjie Yu et al.24 citations
  74. A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment ↗Zhiwen Xie, Runjie Zhu, Kunsong Zhao et al.23 citations
  75. A Review of Dataset and Labeling Methods for Causality Extraction ↗Jinghang Xu, Wanli Zuo, Shining Liang et al.23 citations
  76. Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models ↗Elena Tutubalina, Artur Kadurin, Zulfat Miftahutdinov23 citations
  77. New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT? ↗Jakub Piskorski, Jacek Haneczok, Guillaume Jacquet23 citations
  78. Reasoning Step-by-Step: Temporal Sentence Localization in Videos via Deep Rectification-Modulation Network ↗Daizong Liu, Xiaoye Qu, Jianfeng Dong et al.23 citations
  79. Towards Knowledge-Augmented Visual Question Answering ↗Maryam Ziaeefard, Freddy Lecue23 citations
  80. Argumentation Mining on Essays at Multi Scales ↗Hao Wang, Zhen Huang, Yong Dou et al.22 citations
  81. Aspect-based Document Similarity for Research Papers ↗Malte Ostendorff, Terry Ruas, Till Blume et al.22 citations
  82. Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach ↗Simone Conia, Roberto Navigli22 citations
  83. Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention ↗Yang Li, Tao Shen, Guodong Long et al.22 citations
  84. KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi ↗Rubungo Andre Niyongabo, Qu Hong, Julia Kreutzer et al.22 citations
  85. PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction ↗Yichun Yin, Chenguang Wang, Ming Zhang22 citations
  86. Reinforced Multi-task Approach for Multi-hop Question Generation ↗Deepak Gupta, Hardik Chauhan, Ravi Tej Akella et al.22 citations
  87. Sentence Analogies: Linguistic Regularities in Sentence Embeddings ↗Xunjie Zhu, Gerard de Melo22 citations
  88. Supervised Visual Attention for Multimodal Neural Machine Translation ↗Tetsuro Nishihara, Akihiro Tamura, Takashi Ninomiya et al.22 citations
  89. Adapting a Language Model for Controlled Affective Text Generation ↗Tushar Goswamy, Ishika Singh, Ahsan Barkati et al.21 citations
  90. Hy-NLI: a Hybrid system for Natural Language Inference ↗Aikaterini-Lida Kalouli, Richard Crouch, Valeria de Paiva21 citations
  91. Offensive Language Detection on Video Live Streaming Chat ↗Zhiwei Gao, Shuntaro Yada, Shoko Wakamiya et al.21 citations
  92. Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer's Disease Detection ↗Zhiqiang Guo, Zhaoci Liu, Zhenhua Ling et al.21 citations
  93. The Indigenous Languages Technology project at NRC Canada: An empowerment-oriented approach to developing language software ↗Roland Kuhn, Fineen Davis, Alain Désilets et al.21 citations
  94. Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements ↗Andrey Savchenko, Anton Alekseev, Sejeong Kwon et al.20 citations
  95. Data Augmentation via Subtree Swapping for Dependency Parsing of Low-Resource Languages ↗Mathieu Dehouck, Carlos Gómez-Rodríguez20 citations
  96. Named Entity Recognition for Chinese biomedical patents ↗Yuting Hu, Suzan Verberne20 citations
  97. Retrieval-Augmented Controllable Review Generation ↗Jihyeok Kim, Seungtaek Choi, Reinald Kim Amplayo et al.20 citations
  98. Revitalization of Indigenous Languages through Pre-processing and Neural Machine Translation: The case of Inuktitut ↗Tan Ngoc Le, Fatiha Sadat20 citations
  99. Scientific Keyphrase Identification and Classification by Pre-Trained Language Models Intermediate Task Transfer Learning ↗Seoyeon Park, Cornelia Caragea20 citations
  100. An Enhanced Knowledge Injection Model for Commonsense Generation ↗Zhihao Fan, Yeyun Gong, Zhongyu Wei et al.19 citations

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