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COLING 2020: all accepted papers

657 papers · page 1 of 7 · the most cited first · ← COLING 2020

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  1. TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair LinkingYucheng Wang, Bowen Yu, Yueyang Zhang et al.457 citations · our summary
  2. IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLPFajri Koto, Afshin Rahimi, Jey Han Lau et al.343 citations
  3. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara et al.253 citations · our summary
  4. CLUE: A Chinese Language Understanding Evaluation BenchmarkLiang Xu, Hai Hu, Xuanwei Zhang et al.252 citations
  5. Neural Unsupervised Domain Adaptation in NLP–-A SurveyAlan Ramponi, Barbara Plank230 citations · our summary
  6. DocBank: A Benchmark Dataset for Document Layout AnalysisMinghao Li, Yiheng Xu, Lei Cui et al.217 citations
  7. German's Next Language ModelBranden Chan, Stefan Schweter, Timo Möller187 citations · our summary
  8. An Analysis of Simple Data Augmentation for Named Entity RecognitionXiang Dai, Heike Adel184 citations · our summary
  9. CoLAKE: Contextualized Language and Knowledge EmbeddingTianxiang Sun, Yunfan Shao, Xipeng Qiu et al.180 citations · our summary
  10. Automatically Identifying Words That Can Serve as Labels for Few-Shot Text ClassificationTimo Schick, Helmut Schmid, Hinrich Schütze161 citations · our summary
  11. Better Sign Language Translation with STMC-TransformerKayo Yin, Jesse Read160 citations
  12. Towards Topic-Guided Conversational Recommender SystemKun Zhou, Yuanhang Zhou, Wayne Xin Zhao et al.158 citations
  13. Automatic Detection of Machine Generated Text: A Critical SurveyGanesh Jawahar, Muhammad Abdul-Mageed, V.S., Laks Lakshmanan150 citations · our summary
  14. Decolonising Speech and Language TechnologySteven Bird147 citations · our summary
  15. TeRo: A Time-aware Knowledge Graph Embedding via Temporal RotationChengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury et al.146 citations
  16. EmpDG: Multi-resolution Interactive Empathetic Dialogue GenerationQintong Li, Hongshen Chen, Zhaochun Ren et al.139 citations
  17. CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From CharactersHicham El Boukkouri, Olivier Ferret, Thomas Lavergne et al.131 citations · our summary
  18. Continual Lifelong Learning in Natural Language Processing: A SurveyMagdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà131 citations
  19. Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language ModelsBosung Kim, Taesuk Hong, Youngjoong Ko et al.116 citations
  20. Affective and Contextual Embedding for Sarcasm DetectionNastaran Babanejad, Heidar Davoudi, Aijun An et al.111 citations · our summary
  21. Mixup-Transformer: Dynamic Data Augmentation for NLP TasksLichao Sun, Congying Xia, Wenpeng Yin et al.111 citations
  22. Neural Automated Essay Scoring Incorporating Handcrafted FeaturesMasaki Uto, Yikuan Xie, Maomi Ueno109 citations
  23. Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment AnalysisBin Liang, Rongdi Yin, Lin Gui et al.105 citations
  24. Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional NetworkHongjie Cai, Yaofeng Tu, Xiangsheng Zhou et al.104 citations
  25. CharBERT: Character-aware Pre-trained Language ModelWentao Ma, Yiming Cui, Chenglei Si et al.98 citations
  26. Explainable Automated Fact-Checking: A SurveyNeema Kotonya, Francesca Toni98 citations
  27. Learning to Few-Shot Learn Across Diverse Natural Language Classification TasksTrapit Bansal, Rishikesh Jha, Andrew McCallum98 citations
  28. Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional NetworksGuimin Chen, Yuanhe Tian, Yan Song90 citations
  29. Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A SurveySamuel Louvan, Bernardo Magnini88 citations
  30. RoBERT – A Romanian BERT ModelMihai Masala, Stefan Ruseti, Mihai Dascalu88 citations
  31. A Taxonomy of Empathetic Response Intents in Human Social ConversationsAnuradha Welivita, Pearl Pu87 citations
  32. HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in ConversationsJingye Li, Donghong Ji, Fei Li et al.87 citations
  33. End-to-End Emotion-Cause Pair Extraction with Graph Convolutional NetworkYing Chen, Wenjun Hou, Shoushan Li et al.81 citations
  34. Graph Enhanced Dual Attention Network for Document-Level Relation ExtractionBo Li, Wei Ye, Zhonghao Sheng et al.80 citations
  35. Exploring Cross-sentence Contexts for Named Entity Recognition with BERTJouni Luoma, Sampo Pyysalo79 citations
  36. Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse StructureJiaqi Li, Ming Liu, Min-Yen Kan et al.79 citations · our summary
  37. Does Gender Matter? Towards Fairness in Dialogue SystemsHaochen Liu, Jamell Dacon, Wenqi Fan et al.78 citations · our summary
  38. Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver BulletsFrank Xing, Lorenzo Malandri, Yue Zhang et al.76 citations
  39. Optimizing Transformer for Low-Resource Neural Machine TranslationAli Araabi, Christof Monz76 citations
  40. Porous Lattice Transformer Encoder for Chinese NERXue Mengge, Bowen Yu, Tingwen Liu et al.75 citations
  41. Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users based on Weakly Supervised LearningChunyuan Yuan, Qianwen Ma, Wei Zhou et al.74 citations
  42. KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant SupervisionXinyu Zuo, Yubo Chen, Kang Liu et al.72 citations
  43. SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment AnalysisJie Zhou, Junfeng Tian, Rui Wang et al.72 citations
  44. Syntax-Aware Graph Attention Network for Aspect-Level Sentiment ClassificationLianzhe Huang, Xin Sun, Sujian Li et al.72 citations
  45. Enhancing Extractive Text Summarization with Topic-Aware Graph Neural NetworksPeng Cui, Le Hu, Yuanchao Liu71 citations
  46. 100,000 Podcasts: A Spoken English Document CorpusAnn Clifton, Sravana Reddy, Yongze Yu et al.70 citations
  47. Summarizing Medical Conversations via Identifying Important UtterancesYan Song, Yuanhe Tian, Nan Wang et al.69 citations
  48. Document-level Relation Extraction with Dual-tier Heterogeneous GraphZhenyu Zhang, Bowen Yu, Xiaobo Shu et al.68 citations
  49. Improving Abstractive Dialogue Summarization with Graph Structures and Topic WordsLulu Zhao, Weiran Xu, Jun Guo67 citations
  50. TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content MatchingHeng Gong, Yawei Sun, Xiaocheng Feng et al.67 citations
  51. A Vietnamese Dataset for Evaluating Machine Reading ComprehensionKiet Van Nguyen, Duc-Vu Nguyen, Anh Gia-Tuan Nguyen et al.66 citations
  52. Rethinking Skip Connection with Layer NormalizationFenglin Liu, Xuancheng Ren, Zhiyuan Zhang et al.66 citations
  53. Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic FidelityHamza Harkous, Isabel Groves, Amir Saffari65 citations
  54. Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text ClassificationLinyi Yang, Eoin Kenny, Tin Lok James Ng et al.64 citations
  55. Exploring Controllable Text Generation TechniquesShrimai Prabhumoye, Alan W Black, Ruslan Salakhutdinov63 citations
  56. A Unified Sequence Labeling Model for Emotion Cause Pair ExtractionXinhong Chen, Qing Li, Jianping Wang60 citations
  57. Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine TranslationBryan Eikema, Wilker Aziz60 citations · our summary
  58. Span-based Joint Entity and Relation Extraction with Attention-based Span-specific and Contextual Semantic RepresentationsBin Ji, Jie Yu, Shasha Li et al.60 citations
  59. Debunking Rumors on Twitter with Tree TransformerJing Ma, Wei Gao58 citations
  60. Specializing Unsupervised Pretraining Models for Word-Level Semantic SimilarityAnne Lauscher, Ivan Vulić, Edoardo Maria Ponti et al.58 citations
  61. XED: A Multilingual Dataset for Sentiment Analysis and Emotion DetectionEmily Öhman, Marc Pàmies, Kaisla Kajava et al.56 citations
  62. XHate-999: Analyzing and Detecting Abusive Language Across Domains and LanguagesGoran Glavaš, Vanja Mladen Karan, Ivan Vulić56 citations
  63. Exploring Amharic Sentiment Analysis from Social Media Texts: Building Annotation Tools and Classification ModelsSeid Muhie Yimam, Hizkiel Mitiku Alemayehu, Abinew Ayele et al.55 citations
  64. RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NERLin Sun, Jiquan Wang, Yindu Su et al.55 citations
  65. An Iterative Emotion Interaction Network for Emotion Recognition in ConversationsXin Lu, Yanyan Zhao, Yang Wu et al.54 citations
  66. Don't Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable CommunitiesCarla Perez Almendros, Luis Espinosa Anke, Steven Schockaert54 citations
  67. MEISD: A Multimodal Multi-Label Emotion, Intensity and Sentiment Dialogue Dataset for Emotion Recognition and Sentiment Analysis in ConversationsMauajama Firdaus, Hardik Chauhan, Asif Ekbal et al.52 citations
  68. BioMedBERT: A Pre-trained Biomedical Language Model for QA and IRSouradip Chakraborty, Ekaba Bisong, Shweta Bhatt et al.51 citations
  69. Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental TransformerDuzhen Zhang, Xiuyi Chen, Shuang Xu et al.51 citations
  70. A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis SpaceHong Xu, Keqing He, Yuanmeng Yan et al.50 citations
  71. Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question AnsweringWei Han, Hantao Huang, Tao Han50 citations
  72. HateGAN: Adversarial Generative-Based Data Augmentation for Hate Speech DetectionRui Cao, Roy Ka-Wei Lee50 citations
  73. LadaBERT: Lightweight Adaptation of BERT through Hybrid Model CompressionYihuan Mao, Yujing Wang, Chufan Wu et al.50 citations
  74. Solving Math Word Problems with Multi-Encoders and Multi-DecodersYibin Shen, Cheqing Jin50 citations
  75. Task-Aware Representation of Sentences for Generic Text ClassificationKishaloy Halder, Alan Akbik, Josip Krapac et al.50 citations
  76. Situated and Interactive Multimodal ConversationsSeungwhan Moon, Satwik Kottur, Paul Crook et al.49 citations
  77. Enhancing Clinical BERT Embedding using a Biomedical Knowledge BaseBoran Hao, Henghui Zhu, Ioannis Paschalidis48 citations
  78. Fine-tuning BERT for Low-Resource Natural Language Understanding via Active LearningDaniel Grießhaber, Johannes Maucher, Ngoc Thang Vu48 citations
  79. SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment AnalysisMinping Chen, Xia Li48 citations
  80. Understanding Pre-trained BERT for Aspect-based Sentiment AnalysisHu Xu, Lei Shu, Philip Yu et al.48 citations
  81. Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple ExtractionHaiyang Yu, Ningyu Zhang, Shumin Deng et al.47 citations
  82. Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech TranslationHang Le, Juan Pino, Changhan Wang et al.47 citations
  83. A Symmetric Local Search Network for Emotion-Cause Pair ExtractionZifeng Cheng, Zhiwei Jiang, Yafeng Yin et al.46 citations
  84. Answering Legal Questions by Learning Neural Attentive Text RepresentationPhi Manh Kien, Ha-Thanh Nguyen, Ngo Xuan Bach et al.46 citations
  85. Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification FrameworkAkshay Bhola, Kishaloy Halder, Animesh Prasad et al.44 citations
  86. A Two-phase Prototypical Network Model for Incremental Few-shot Relation ClassificationHaopeng Ren, Yi Cai, Xiaofeng Chen et al.43 citations
  87. Joint Entity and Relation Extraction for Legal Documents with Legal Feature EnhancementYanguang Chen, Yuanyuan Sun, Zhihao Yang et al.43 citations
  88. Improving Sentiment Analysis over non-English Tweets using Multilingual Transformers and Automatic Translation for Data-AugmentationValentin Barriere, Alexandra Balahur42 citations
  89. Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text CorpusIsaac Caswell, Theresa Breiner, Daan van Esch et al.41 citations · our summary
  90. Meta-Information Guided Meta-Learning for Few-Shot Relation ClassificationBowen Dong, Yuan Yao, Ruobing Xie et al.40 citations
  91. Automatic Distractor Generation for Multiple Choice Questions in Standard TestsZhaopeng Qiu, Xian Wu, Wei Fan39 citations
  92. Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial AttackKeqing He, Jinchao Zhang, Yuanmeng Yan et al.39 citations
  93. Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue SystemsVitou Phy, Yang Zhao, Akiko Aizawa39 citations
  94. Integrating External Event Knowledge for Script LearningShangwen Lv, Fuqing Zhu, Songlin Hu39 citations
  95. Neural Machine Translation Models with Back-Translation for the Extremely Low-Resource Indigenous Language BribriIsaac Feldman, Rolando Coto-Solano39 citations
  96. A High Precision Pipeline for Financial Knowledge Graph ConstructionSarah Elhammadi, Laks V.S. Lakshmanan, Raymond Ng et al.38 citations
  97. Learning to Prune Dependency Trees with Rethinking for Neural Relation ExtractionBowen Yu, Xue Mengge, Zhenyu Zhang et al.38 citations
  98. What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and DisambiguationAmir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran et al.38 citations
  99. Do Neural Language Models Overcome Reporting Bias?Vered Shwartz, Yejin Choi37 citations
  100. Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive SummarizationTravis Goodwin, Max Savery, Dina Demner-Fushman37 citations

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