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Findings of the Association for Computational Linguistics 2021: all accepted papers

881 papers · page 2 of 9 · the most cited first · ← Findings of the Association for Computational Linguistics 2021

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  1. Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models ↗Junyi Li, Tianyi Tang, Wayne Xin Zhao et al.46 citations
  2. Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task ↗Yohan Lee46 citations
  3. Link Prediction on N-ary Relational Facts: A Graph-based Approach ↗Quan Wang, Haifeng Wang, Yajuan Lyu et al.46 citations
  4. Parallel Attention Network with Sequence Matching for Video Grounding ↗Hao Zhang, Aixin Sun, Wei Jing et al.46 citations
  5. Reordering Examples Helps during Priming-based Few-Shot Learning ↗Sawan Kumar, Partha Talukdar46 citations
  6. Few-Shot Event Detection with Prototypical Amortized Conditional Random Field ↗Xin Cong, Shiyao Cui, Bowen Yu et al.45 citations
  7. One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers ↗Chuhan Wu, Fangzhao Wu, Yongfeng Huang45 citations
  8. As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other LanguagesWietse de Vries, Malvina Nissim44 citations · our summary
  9. LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer ↗Machel Reid, Victor Zhong44 citations
  10. Automatic Text Simplification for Social Good: Progress and Challenges ↗Sanja Stajner43 citations
  11. Controllable Abstractive Dialogue Summarization with Sketch Supervision ↗Chien-Sheng Wu, Linqing Liu, Wenhao Liu et al.43 citations
  12. Cross-Domain Review Generation for Aspect-Based Sentiment Analysis ↗Jianfei Yu, Chenggong Gong, Rui Xia42 citations
  13. Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning ↗Ximing Zhang, Qian-Wen Zhang, Zhao Yan et al.42 citations
  14. Learning and Evaluating a Differentially Private Pre-trained Language Model ↗Shlomo Hoory, Amir Feder, Avichai Tendler et al.42 citations
  15. Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering ↗Chenyu You, Nuo Chen, Yuexian Zou42 citations
  16. fBERT: A Neural Transformer for Identifying Offensive Content ↗Diptanu Sarkar, Marcos Zampieri, Tharindu Ranasinghe et al.42 citations
  17. Counter-Interference Adapter for Multilingual Machine Translation ↗Yaoming Zhu, Jiangtao Feng, Chengqi Zhao et al.41 citations
  18. Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation ↗Yuexiang Xie, Fei Sun, Yang Deng et al.41 citations
  19. Global Attention Decoder for Chinese Spelling Error Correction ↗Zhao Guo, Yuan Ni, Keqiang Wang et al.41 citations
  20. HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications ↗Qiao Cheng, Juntao Liu, Xiaoye Qu et al.41 citations
  21. MURAL: Multimodal, Multitask Representations Across Languages ↗Aashi Jain, Mandy Guo, Krishna Srinivasan et al.41 citations
  22. `Just What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use in NLP ↗Anna Rogers, Timothy Baldwin, Kobi Leins41 citations
  23. Multi-Task Learning and Adapted Knowledge Models for Emotion-Cause Extraction ↗Elsbeth Turcan, Shuai Wang, Rishita Anubhai et al.40 citations
  24. BERT Busters: Outlier Dimensions that Disrupt TransformersOlga Kovaleva, Saurabh Kulshreshtha, Anna Rogers et al.38 citations · our summary
  25. FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition ↗Yichong Leng, Xu Tan, Rui Wang et al.38 citations
  26. GLGE: A New General Language Generation Evaluation Benchmark ↗Dayiheng Liu, Yu Yan, Yeyun Gong et al.38 citations
  27. How transfer learning impacts linguistic knowledge in deep NLP models? ↗Nadir Durrani, Hassan Sajjad, Fahim Dalvi38 citations
  28. PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval ↗Ruiyang Ren, Shangwen Lv, Yingqi Qu et al.38 citations
  29. Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference ↗Sneha Kudugunta, Yanping Huang, Ankur Bapna et al.37 citations
  30. Effectiveness of Pre-training for Few-shot Intent Classification ↗Haode Zhang, Yuwei Zhang, Li-Ming Zhan et al.37 citations
  31. Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework ↗Yaqing Wang, Haoda Chu, Chao Zhang et al.37 citations
  32. Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations ↗Longxiang Zhang, Renato Negrinho, Arindam Ghosh et al.37 citations
  33. MLMLM: Link Prediction with Mean Likelihood Masked Language Model ↗Louis Clouatre, Philippe Trempe, Amal Zouaq et al.37 citations
  34. Meet The Truth: Leverage Objective Facts and Subjective Views for Interpretable Rumor Detection ↗Jiawen Li, Shiwen Ni, Hung-Yu Kao37 citations
  35. Predicting in-hospital mortality by combining clinical notes with time-series data ↗Iman Deznabi, Mohit Iyyer, Madalina Fiterau37 citations
  36. Semantic Relation-aware Difference Representation Learning for Change Captioning ↗Yunbin Tu, Tingting Yao, Liang Li et al.37 citations
  37. Zero-shot Label-Aware Event Trigger and Argument Classification ↗Hongming Zhang, Haoyu Wang, Dan Roth37 citations
  38. Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine TranslationShahar Levy, Koren Lazar, Gabriel Stanovsky36 citations · our summary
  39. Substructure Substitution: Structured Data Augmentation for NLP ↗Haoyue Shi, Karen Livescu, Kevin Gimpel36 citations
  40. Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence ↗Kelvin Lo, Yuan Jin, Weicong Tan et al.36 citations
  41. Probing Across Time: What Does RoBERTa Know and When?Leo Z. Liu, Yizhong Wang, Jungo Kasai et al.35 citations · our summary
  42. Transforming Term Extraction: Transformer-Based Approaches to Multilingual Term Extraction Across Domains ↗Christian Lang, Lennart Wachowiak, Barbara Heinisch et al.35 citations
  43. Empowering Language Understanding with Counterfactual Reasoning ↗Fuli Feng, Jizhi Zhang, Xiangnan He et al.34 citations
  44. R2-D2: A Modular Baseline for Open-Domain Question Answering ↗Martin Fajcik, Martin Docekal, Karel Ondrej et al.34 citations
  45. Topic-Guided Abstractive Multi-Document Summarization ↗Peng Cui, Le Hu34 citations
  46. WeaQA: Weak Supervision via Captions for Visual Question Answering ↗Pratyay Banerjee, Tejas Gokhale, Yezhou Yang et al.34 citations
  47. AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language ModelsHarish Tayyar Madabushi, Edward Gow-Smith, Carolina Scarton et al.33 citations · our summary
  48. Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection ↗Shirong Shen, Tongtong Wu, Guilin Qi et al.33 citations
  49. Improving BERT with Syntax-aware Local Attention ↗Zhongli Li, Qingyu Zhou, Chao Li et al.33 citations
  50. NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application ↗Chuhan Wu, Fangzhao Wu, Yang Yu et al.33 citations
  51. What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum ProbabilityYaochen Liu, Yazhou Zhang, Qiuchi Li et al.33 citations · our summary
  52. Adversary-Aware Rumor Detection ↗Yun-Zhu Song, Yi-Syuan Chen, Yi-Ting Chang et al.32 citations
  53. BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks ↗Yannik Keller, Jan Mackensen, Steffen Eger32 citations
  54. Cartography Active Learning ↗Mike Zhang, Barbara Plank32 citations
  55. CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade ↗Lei Li, Yankai Lin, Deli Chen et al.32 citations
  56. Context-aware Entity Typing in Knowledge Graphs ↗Weiran Pan, Wei Wei, Xian-Ling Mao32 citations
  57. Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations ↗Yunhe Xie, Kailai Yang, Chengjie Sun et al.32 citations
  58. Progressive Multi-Granularity Training for Non-Autoregressive Translation ↗Liang Ding, Longyue Wang, Xuebo Liu et al.32 citations
  59. RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge ↗Bill Yuchen Lin, Ziyi Wu, Yichi Yang et al.32 citations
  60. Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens ↗Saad Hassan, Matt Huenerfauth, Cecilia Ovesdotter Alm32 citations
  61. Word Graph Guided Summarization for Radiology Findings ↗Jinpeng Hu, Jianling Li, Zhihong Chen et al.32 citations
  62. Dialogue Graph Modeling for Conversational Machine Reading ↗Siru Ouyang, Zhuosheng Zhang, Hai Zhao31 citations
  63. End-to-End Construction of NLP Knowledge Graph ↗Ishani Mondal, Yufang Hou, Charles Jochim31 citations
  64. GooAQ: Open Question Answering with Diverse Answer Types ↗Daniel Khashabi, Amos Ng, Tushar Khot et al.31 citations
  65. Grounding `Grounding' in NLP ↗Khyathi Raghavi Chandu, Yonatan Bisk, Alan W Black31 citations
  66. Speaker Turn Modeling for Dialogue Act ClassificationZihao He, Leili Tavabi, Kristina Lerman et al.31 citations · our summary
  67. Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading ↗Zhihan Zhou, Liqian Ma, Han Liu31 citations
  68. EBERT: Efficient BERT Inference with Dynamic Structured Pruning ↗Zejian Liu, Fanrong Li, Gang Li et al.30 citations
  69. Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech ↗Tomer Wullach, Amir Adler, Einat Minkov30 citations
  70. Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech ↗Wanzheng Zhu, Suma Bhat30 citations
  71. GoG: Relation-aware Graph-over-Graph Network for Visual Dialog ↗Feilong Chen, Xiuyi Chen, Fandong Meng et al.30 citations
  72. KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction ↗Abhishek Nadgeri, Anson Bastos, Kuldeep Singh et al.30 citations
  73. Uncovering the Limits of Text-based Emotion Detection ↗Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez30 citations
  74. Why Machine Reading Comprehension Models Learn Shortcuts? ↗Yuxuan Lai, Chen Zhang, Yansong Feng et al.30 citations
  75. An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving ↗Qinzhuo Wu, Qi Zhang, Zhongyu Wei29 citations
  76. Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing ↗Qian Liu, Dejian Yang, Jiahui Zhang et al.29 citations
  77. COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences ↗Shikhar Singh, Nuan Wen, Yu Hou et al.29 citations
  78. Cross-document Coreference Resolution over Predicted MentionsArie Cattan, Alon Eirew, Gabriel Stanovsky et al.29 citations · our summary
  79. Hyperbolic Temporal Knowledge Graph Embeddings with Relational and Time Curvatures ↗Sebastien Montella, Lina M. Rojas Barahona, Johannes Heinecke29 citations
  80. Improved Word Sense Disambiguation with Enhanced Sense Representations ↗Yang Song, Xin Cai Ong, Hwee Tou Ng et al.29 citations
  81. Improving Unsupervised Extractive Summarization with Facet-Aware Modeling ↗Xinnian Liang, Shuangzhi Wu, Mu Li et al.29 citations
  82. Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning ↗Yucheng Zhou, Xiubo Geng, Tao Shen et al.29 citations
  83. On the Ethical Limits of Natural Language Processing on Legal Text ↗Dimitrios Tsarapatsanis, Nikolaos Aletras29 citations
  84. Recall and Learn: A Memory-augmented Solver for Math Word Problems ↗Shifeng Huang, Jiawei Wang, Jiao Xu et al.29 citations
  85. proScript: Partially Ordered Scripts Generation ↗Keisuke Sakaguchi, Chandra Bhagavatula, Ronan Le Bras et al.29 citations
  86. Entity-Aware Abstractive Multi-Document Summarization ↗Hao Zhou, Weidong Ren, Gongshen Liu et al.28 citations
  87. Exploring Sentence Community for Document-Level Event Extraction ↗Yusheng Huang, Weijia Jia28 citations
  88. Figurative Language in Recognizing Textual EntailmentTuhin Chakrabarty, Debanjan Ghosh, Adam Poliak et al.28 citations · our summary
  89. He is very intelligent, she is very beautiful? On Mitigating Social Biases in Language Modelling and Generation ↗Aparna Garimella, Akhash Amarnath, Kiran Kumar et al.28 citations
  90. Learning Contextualized Knowledge Structures for Commonsense Reasoning ↗Jun Yan, Mrigank Raman, Aaron Chan et al.28 citations
  91. Named Entity Recognition for Entity Linking: What Works and What's Next ↗Simone Tedeschi, Simone Conia, Francesco Cecconi et al.28 citations
  92. Reader-Guided Passage Reranking for Open-Domain Question Answering ↗Yuning Mao, Pengcheng He, Xiaodong Liu et al.28 citations
  93. Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech ↗Yi-Ling Chung, Serra Sinem Tekiroğlu, Marco Guerini28 citations
  94. Contrastive Aligned Joint Learning for Multilingual Summarization ↗Danqing Wang, Jiaze Chen, Hao Zhou et al.27 citations
  95. Cross-Modal Retrieval Augmentation for Multi-Modal Classification ↗Shir Gur, Natalia Neverova, Chris Stauffer et al.27 citations
  96. Distilling Knowledge for Empathy Detection ↗Mahshid Hosseini, Cornelia Caragea27 citations
  97. Euphemistic Phrase Detection by Masked Language Model ↗Wanzheng Zhu, Suma Bhat27 citations
  98. Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction ↗Zhe Pan, Peng Wang27 citations
  99. Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution ↗Severine Verlinden, Klim Zaporojets, Johannes Deleu et al.27 citations
  100. Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction ↗Tianyu Gao, Xu Han, Yuzhuo Bai et al.27 citations

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