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

881 papers · page 7 of 9 · the most cited first · ← Findings of the Association for Computational Linguistics 2021

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  1. Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability ↗Kaiyu Huang, Junpeng Liu, Degen Huang et al.6 citations
  2. Evaluating the Efficacy of Summarization Evaluation across Languages ↗Fajri Koto, Jey Han Lau, Timothy Baldwin6 citations
  3. Grammar-Constrained Neural Semantic Parsing with LR Parsers ↗Artur Baranowski, Nico Hochgeschwender6 citations
  4. Grounded Graph Decoding improves Compositional Generalization in Question Answering ↗Yu Gai, Paras Jain, Wendi Zhang et al.6 citations
  5. How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding ↗Tianda Li, Ahmad Rashid, Aref Jafari et al.6 citations
  6. Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation ↗Varun Gangal, Harsh Jhamtani, Eduard Hovy et al.6 citations
  7. Improving Multilingual Neural Machine Translation with Auxiliary Source Languages ↗Weijia Xu, Yuwei Yin, Shuming Ma et al.6 citations
  8. John praised Mary because _he_? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs ↗Yova Kementchedjhieva, Mark Anderson, Anders Søgaard6 citations
  9. Knowledge Representation Learning with Contrastive Completion Coding ↗Bo Ouyang, Wenbing Huang, Runfa Chen et al.6 citations
  10. LICHEE: Improving Language Model Pre-training with Multi-grained Tokenization ↗Weidong Guo, Mingjun Zhao, Lusheng Zhang et al.6 citations
  11. Learning Robust Latent Representations for Controllable Speech Synthesis ↗Shakti Kumar, Jithin Pradeep, Hussain Zaidi6 citations
  12. Mitigating Data Poisoning in Text Classification with Differential Privacy ↗Chang Xu, Jun Wang, Francisco Guzmán et al.6 citations
  13. Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability ↗Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova6 citations
  14. Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction ↗Sriram Pingali, Shweta Yadav, Pratik Dutta et al.6 citations
  15. OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack ↗DongHyun Choi, Myeong Cheol Shin, EungGyun Kim et al.6 citations
  16. RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation ↗Peng Lu, Abbas Ghaddar, Ahmad Rashid et al.6 citations
  17. Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer ↗Gi-Cheon Kang, Junseok Park, Hwaran Lee et al.6 citations
  18. Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval ↗Nattapol Trijakwanich, Peerat Limkonchotiwat, Raheem Sarwar et al.6 citations
  19. Segmenting Natural Language Sentences via Lexical Unit Analysis ↗Yangming Li, Lemao Liu, Shuming Shi6 citations
  20. Self-Supervised Neural Topic Modeling ↗Seyed Ali Bahrainian, Martin Jaggi, Carsten Eickhoff6 citations
  21. SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks ↗Wanyu Du, Yangfeng Ji6 citations
  22. Strong and Light Baseline Models for Fact-Checking Joint Inference ↗Kateryna Tymoshenko, Alessandro Moschitti6 citations
  23. Structured abbreviation expansion in context ↗Kyle Gorman, Christo Kirov, Brian Roark et al.6 citations
  24. Subword Mapping and Anchoring across Languages ↗Giorgos Vernikos, Andrei Popescu-Belis6 citations
  25. Winnowing Knowledge for Multi-choice Question Answering ↗Yeqiu Li, Bowei Zou, Zhifeng Li et al.6 citations
  26. A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial ExamplesYuxuan Wang, Wanxiang Che, Ivan Titov et al.5 citations · our summary
  27. A Comparison between Pre-training and Large-scale Back-translation for Neural Machine Translation ↗Dandan Huang, Kun Wang, Yue Zhang5 citations
  28. An Alignment-Agnostic Model for Chinese Text Error Correction ↗Liying Zheng, Yue Deng, Weishun Song et al.5 citations
  29. An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog ↗Xingyao Wang, David Jurgens5 citations
  30. An unsupervised framework for tracing textual sources of moral change ↗Aida Ramezani, Zining Zhu, Frank Rudzicz et al.5 citations
  31. As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation ↗Jun Wang, Chang Xu, Francisco Guzmán et al.5 citations
  32. Attention-based Contrastive Learning for Winograd Schemas ↗Tassilo Klein, Moin Nabi5 citations
  33. Automatic Construction of Sememe Knowledge Bases via Dictionaries ↗Fanchao Qi, Yangyi Chen, Fengyu Wang et al.5 citations
  34. Automatic Rephrasing of Transcripts-based Action Items ↗Amir DN Cohen, Amir Kantor, Sagi Hilleli et al.5 citations
  35. BERT-Proof Syntactic Structures: Investigating Errors in Discontinuous Constituency Parsing ↗Maximin Coavoux5 citations
  36. CNNBiF: CNN-based Bigram Features for Named Entity Recognition ↗Chul Sung, Vaibhava Goel, Etienne Marcheret et al.5 citations
  37. Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection ↗Goran Glavaš, Ivan Vulić5 citations
  38. Cross-Lingual Cross-Domain Nested Named Entity Evaluation on English Web Texts ↗Barbara Plank5 citations
  39. Diagnosing Transformers in Task-Oriented Semantic Parsing ↗Shrey Desai, Ahmed Aly5 citations
  40. Discourse-Based Sentence Splitting ↗Liam Cripwell, Joël Legrand, Claire Gardent5 citations
  41. Discovering Representation Sprachbund For Multilingual Pre-Training ↗Yimin Fan, Yaobo Liang, Alexandre Muzio et al.5 citations
  42. Distantly Supervised Relation Extraction in Federated Settings ↗Dianbo Sui, Yubo Chen, Kang Liu et al.5 citations
  43. End-to-end Neural Information Status ClassificationYufang Hou5 citations · our summary
  44. Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models ↗Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya et al.5 citations
  45. Explainable Inference Over Grounding-Abstract Chains for Science Questions ↗Mokanarangan Thayaparan, Marco Valentino, André Freitas5 citations
  46. Extract, Integrate, Compete: Towards Verification Style Reading Comprehension ↗Chen Zhang, Yuxuan Lai, Yansong Feng et al.5 citations
  47. Federated Chinese Word Segmentation with Global Character Associations ↗Yuanhe Tian, Guimin Chen, Han Qin et al.5 citations
  48. Few-Shot Upsampling for Protest Size Detection ↗Andrew Halterman, Benjamin J. Radford5 citations
  49. From What to Why: Improving Relation Extraction with Rationale Graph ↗Zhenyu Zhang, Bowen Yu, Xiaobo Shu et al.5 citations
  50. How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks ↗Hoang Van, Zheng Tang, Mihai Surdeanu5 citations
  51. Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation ↗Jarana Manotumruksa, Jeff Dalton, Edgar Meij et al.5 citations
  52. Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning ↗Xinghua Zhang, Bowen Yu, Tingwen Liu et al.5 citations
  53. KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion ↗Jie Zhou, Shengding Hu, Xin Lv et al.5 citations
  54. Knowledge Distillation for Quality Estimation ↗Amit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego et al.5 citations
  55. Language-Mediated, Object-Centric Representation Learning ↗Ruocheng Wang, Jiayuan Mao, Samuel Gershman et al.5 citations
  56. Learning to Sample Replacements for ELECTRA Pre-Training ↗Yaru Hao, Li Dong, Hangbo Bao et al.5 citations
  57. Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension ↗Haichao Zhu, Zekun Wang, Heng Zhang et al.5 citations
  58. MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization ↗Xinnuo Xu, Ondřej Dušek, Shashi Narayan et al.5 citations
  59. NICE: Neural Image Commenting with Empathy ↗Kezhen Chen, Qiuyuan Huang, Daniel McDuff et al.5 citations
  60. Named Entity Recognition through Deep Representation Learning and Weak Supervision ↗Jerrod Parker, Shi Yu5 citations
  61. Probabilistic Graph Reasoning for Natural Proof Generation ↗Changzhi Sun, Xinbo Zhang, Jiangjie Chen et al.5 citations
  62. Relation-Guided Pre-Training for Open-Domain Question Answering ↗Ziniu Hu, Yizhou Sun, Kai-Wei Chang5 citations
  63. Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding ↗Jiyeon Ham, Eun-Sol Kim5 citations
  64. Stacked AMR Parsing with Silver Data ↗Qingrong Xia, Zhenghua Li, Rui Wang et al.5 citations
  65. Visual Cues and Error Correction for Translation Robustness ↗Zhenhao Li, Marek Rei, Lucia Specia5 citations
  66. Visually Grounded Concept Composition ↗Bowen Zhang, Hexiang Hu, Linlu Qiu et al.5 citations
  67. WHOSe Heritage: Classification of UNESCO World Heritage Statements of “Outstanding Universal Value” with Soft Labels ↗Nan Bai, Renqian Luo, Pirouz Nourian et al.5 citations
  68. Weakly Supervised Pre-Training for Multi-Hop Retriever ↗Yeon Seonwoo, Sang-Woo Lee, Ji-Hoon Kim et al.5 citations
  69. When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions ↗ZiXian Huang, Ao Wu, Yulin Shen et al.5 citations
  70. Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics ↗Luyang Kong, Christopher Winestock, Parminder Bhatia5 citations
  71. A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. ↗Judicael Poumay, Ashwin Ittoo4 citations
  72. A Corpus-based Syntactic Analysis of Two-termed Unlike Coordination ↗Julie Kallini, Christiane Fellbaum4 citations
  73. A Formidable Ability: Detecting Adjectival Extremeness with DSMs ↗Farhan Samir, Barend Beekhuizen, Suzanne Stevenson4 citations
  74. A Neural Graph-based Local Coherence Model ↗Mohsen Mesgar, Leonardo F. R. Ribeiro, Iryna Gurevych4 citations
  75. AdaST: Dynamically Adapting Encoder States in the Decoder for End-to-End Speech-to-Text Translation ↗Wuwei Huang, Dexin Wang, Deyi Xiong4 citations
  76. An Uncertainty-Aware Encoder for Aspect Detection ↗Thi-Nhung Nguyen, Kiem-Hieu Nguyen, Young-In Song et al.4 citations
  77. Annotation and Evaluation of Coreference Resolution in Screenplays ↗Sabyasachee Baruah, Sandeep Nallan Chakravarthula, Shrikanth Narayanan4 citations
  78. Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models ↗Laura Pérez-Mayos, Alba Táboas García, Simon Mille et al.4 citations
  79. Attending via both Fine-tuning and Compressing ↗Jie Zhou, Yuanbin Wu, Qin Chen et al.4 citations
  80. Attention-based Contextual Language Model Adaptation for Speech Recognition ↗Richard Diehl Martinez, Scott Novotney, Ivan Bulyko et al.4 citations
  81. Bag of Tricks for Optimizing Transformer Efficiency ↗Ye Lin, Yanyang Li, Tong Xiao et al.4 citations
  82. Better Chinese Sentence Segmentation with Reinforcement Learning ↗Srivatsan Srinivasan, Chris Dyer4 citations
  83. Cleaning Dirty Books: Post-OCR Processing for Previously Scanned Texts ↗Allen Kim, Charuta Pethe, Naoya Inoue et al.4 citations
  84. Comprehensive Punctuation Restoration for English and Polish ↗Michał Pogoda, Tomasz Walkowiak4 citations
  85. Counter-Contrastive Learning for Language GANs ↗Yekun Chai, Haidong Zhang, Qiyue Yin et al.4 citations
  86. Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking ↗Elliot Schumacher, James Mayfield, Mark Dredze4 citations
  87. Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings ↗Zihao He, Negar Mokhberian, António Câmara et al.4 citations
  88. Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots ↗Kurt Shuster, Jack Urbanek, Emily Dinan et al.4 citations
  89. Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation ↗Beomsu Kim, Seokjun Seo, Seungju Han et al.4 citations
  90. Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction ↗Tianyang Zhao, Zhao Yan, Yunbo Cao et al.4 citations
  91. Entity-level Cross-modal Learning Improves Multi-modal Machine Translation ↗Xin Huang, Jiajun Zhang, Chengqing Zong4 citations
  92. Exploiting Curriculum Learning in Unsupervised Neural Machine Translation ↗Jinliang Lu, Jiajun Zhang4 citations
  93. Gaussian Process based Deep Dyna-Q approach for Dialogue Policy Learning ↗Guanlin Wu, Wenqi Fang, Ji Wang et al.4 citations
  94. Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation ↗Jinfa Yang, Yongjie Shi, Xin Tong et al.4 citations
  95. Inducing Semantic Roles Without Syntax ↗Julian Michael, Luke Zettlemoyer4 citations
  96. Is the Lottery Fair? Evaluating Winning Tickets Across Demographics ↗Victor Petrén Bach Hansen, Anders Søgaard4 citations
  97. Knowledge-Enhanced Evidence Retrieval for Counterargument Generation ↗Yohan Jo, Haneul Yoo, JinYeong Bak et al.4 citations
  98. LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization ↗Raeed Al-Sabri, Jianliang Gao4 citations
  99. Language-based General Action Template for Reinforcement Learning Agents ↗Ryosuke Kohita, Akifumi Wachi, Daiki Kimura et al.4 citations
  100. Latent Reasoning for Low-Resource Question Generation ↗Xinting Huang, Jianzhong Qi, Yu Sun et al.4 citations

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