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Findings of the Association for Computational Linguistics 2022: all accepted papers

1,132 papers · page 6 of 12 · the most cited first · ← Findings of the Association for Computational Linguistics 2022

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  1. Towards Intelligent Clinically-Informed Language Analyses of People with Bipolar Disorder and Schizophrenia ↗Ankit Aich, Avery Quynh, Varsha Badal et al.9 citations
  2. Towards Responsible Natural Language Annotation for the Varieties of Arabic ↗A. Bergman, Mona Diab9 citations
  3. TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation ↗Xuanyu Zhang, Qing Yang, Dongliang Xu9 citations
  4. Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation ↗Shoutao Guo, Shaolei Zhang, Yang Feng9 citations
  5. What to Learn, and How: Toward Effective Learning from Rationales ↗Samuel Carton, Surya Kanoria, Chenhao Tan9 citations
  6. You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge ↗Jungwoo Lim, Myunghoon Kang, Yuna Hur et al.9 citations
  7. ZiNet: Linking Chinese Characters Spanning Three Thousand Years ↗Yang Chi, Fausto Giunchiglia, Daqian Shi et al.9 citations
  8. A Few More Examples May Be Worth Billions of Parameters ↗Yuval Kirstain, Patrick Lewis, Sebastian Riedel et al.8 citations
  9. A Neural-Symbolic Approach to Natural Language Understanding ↗Zhixuan Liu, Zihao Wang, Yuan Lin et al.8 citations
  10. A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots ↗Sai Zhang, Yuwei Hu, Yuchuan Wu et al.8 citations
  11. A Unified Framework for Pun Generation with Humor Principles ↗Yufei Tian, Divyanshu Sheth, Nanyun Peng8 citations
  12. Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ↗Kevin Yang, Olivia Deng, Charles Chen et al.8 citations
  13. AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning ↗Jiaxin Wen, Yeshuang Zhu, Jinchao Zhang et al.8 citations
  14. CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection ↗Souvic Chakraborty, Parag Dutta, Sumegh Roychowdhury et al.8 citations
  15. Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach ↗Zejie Liu, Xiaoyu Hu, Deyu Zhou et al.8 citations
  16. Conditional Supervised Contrastive Learning for Fair Text Classification ↗Jianfeng Chi, William Shand, Yaodong Yu et al.8 citations
  17. Controlling Bias Exposure for Fair Interpretable Predictions ↗Zexue He, Yu Wang, Julian McAuley et al.8 citations
  18. Conversation Disentanglement with Bi-Level Contrastive Learning ↗Chengyu Huang, Zheng Zhang, Hao Fei et al.8 citations
  19. DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls ↗Yunxin Sang, Yang Bao8 citations
  20. Discontinuous Constituency and BERT: A Case Study of Dutch ↗Konstantinos Kogkalidis, Gijs Wijnholds8 citations
  21. Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model ↗Jiayi Wang, Rongzhou Bao, Zhuosheng Zhang et al.8 citations
  22. Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts ↗Qinyuan Ye, Juan Zha, Xiang Ren8 citations
  23. Event Transition Planning for Open-ended Text Generation ↗Qintong Li, Piji Li, Wei Bi et al.8 citations
  24. Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation ↗Junru Lu, Xingwei Tan, Gabriele Pergola et al.8 citations
  25. Explaining Classes through Stable Word Attributions ↗Samuel Rönnqvist, Aki-Juhani Kyröläinen, Amanda Myntti et al.8 citations
  26. Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking ↗Yifei Li, Pratheeksha Nair, Kellin Pelrine et al.8 citations
  27. Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup ↗Yordan Yordanov, Vid Kocijan, Thomas Lukasiewicz et al.8 citations
  28. G3: Geolocation via Guidebook Grounding ↗Grace Luo, Giscard Biamby, Trevor Darrell et al.8 citations
  29. Guiding Neural Story Generation with Reader Models ↗Xiangyu Peng, Kaige Xie, Amal Alabdulkarim et al.8 citations
  30. Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions ↗Kosuke Nishida, Kyosuke Nishida, Shuichi Nishioka8 citations
  31. KPDROP: Improving Absent Keyphrase Generation ↗Jishnu Ray Chowdhury, Seo Yeon Park, Tuhin Kundu et al.8 citations
  32. LM-CORE: Language Models with Contextually Relevant External Knowledge ↗Jivat Kaur, Sumit Bhatia, Milan Aggarwal et al.8 citations
  33. LPC: A Logits and Parameter Calibration Framework for Continual Learning ↗Xiaodi Li, Zhuoyi Wang, Dingcheng Li et al.8 citations
  34. Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity Recognition ↗Huaiyuan Ying, Shengxuan Luo, Tiantian Dang et al.8 citations
  35. Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription ↗Nikolai Vogler, Jonathan Allen, Matthew Miller et al.8 citations
  36. Language Models for Code-switch Detection of te reo Māori and English in a Low-resource Setting ↗Jesin James, Vithya Yogarajan, Isabella Shields et al.8 citations
  37. Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ↗Yong-Ho Jung, Jun-Hyung Park, Joon-Young Choi et al.8 citations
  38. Leveraging Training Dynamics and Self-Training for Text Classification ↗Tiberiu Sosea, Cornelia Caragea8 citations
  39. MBTI Personality Prediction for Fictional Characters Using Movie Scripts ↗Yisi Sang, Xiangyang Mou, Mo Yu et al.8 citations
  40. Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models ↗Syrielle Montariol, Arij Riabi, Djamé Seddah8 citations
  41. NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures ↗Jannis Vamvas, Rico Sennrich8 citations
  42. NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization ↗Chao Zhao, Faeze Brahman, Kaiqiang Song et al.8 citations
  43. On the Impact of Temporal Concept Drift on Model Explanations ↗Zhixue Zhao, George Chrysostomou, Kalina Bontcheva et al.8 citations
  44. Open-Domain Conversational Question Answering with Historical Answers ↗Hung-Chieh Fang, Kuo-Han Hung, Chen-Wei Huang et al.8 citations
  45. PerKGQA: Question Answering over Personalized Knowledge Graphs ↗Ritam Dutt, Kasturi Bhattacharjee, Rashmi Gangadharaiah et al.8 citations
  46. Post-Training Dialogue Summarization using Pseudo-Paraphrasing ↗Qi Jia, Yizhu Liu, Haifeng Tang et al.8 citations
  47. Probing BERT's priors with serial reproduction chains ↗Takateru Yamakoshi, Thomas Griffiths, Robert Hawkins8 citations
  48. RL with KL penalties is better viewed as Bayesian inference ↗Tomasz Korbak, Ethan Perez, Christopher Buckley8 citations
  49. Richer Countries and Richer Representations ↗Kaitlyn Zhou, Kawin Ethayarajh, Dan Jurafsky8 citations
  50. RuCCoN: Clinical Concept Normalization in Russian ↗Alexandr Nesterov, Galina Zubkova, Zulfat Miftahutdinov et al.8 citations
  51. Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation ↗Xiaonan Li, Daya Guo, Yeyun Gong et al.8 citations
  52. Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks ↗Ashutosh Kumar, Aditya Joshi8 citations
  53. To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning ↗Yunjie Ji, Liangyu Chen, Chenxiao Dou et al.8 citations
  54. Toward More Meaningful Resources for Lower-resourced Languages ↗Constantine Lignos, Nolan Holley, Chester Palen-Michel et al.8 citations
  55. Towards Generalizable and Robust Text-to-SQL Parsing ↗Chang Gao, Bowen Li, Wenxuan Zhang et al.8 citations
  56. Training Text-to-Text Transformers with Privacy Guarantees ↗Natalia Ponomareva, Jasmijn Bastings, Sergei Vassilvitskii8 citations
  57. Unbiased Math Word Problems Benchmark for Mitigating Solving Bias ↗Zhicheng Yang, Jinghui Qin, Jiaqi Chen et al.8 citations
  58. Unsupervised Natural Language Inference Using PHL Triplet Generation ↗Neeraj Varshney, Pratyay Banerjee, Tejas Gokhale et al.8 citations
  59. Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation ↗Chenze Shao, Zhengrui Ma, Yang Feng8 citations
  60. m$^4$ Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter ↗Wen Lai, Alexandra Chronopoulou, Alexander Fraser8 citations
  61. A Multi-Modal Knowledge Graph for Classical Chinese Poetry ↗Yuqing Li, Yuxin Zhang, Bin Wu et al.7 citations
  62. A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model ↗Guoxin Wang, Yijuan Lu, Lei Cui et al.7 citations
  63. ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models ↗Jiannan Xiang, Zhengzhong Liu, Yucheng Zhou et al.7 citations
  64. Adversarial Sample Generation for Aspect based Sentiment Classification ↗Mamta, Asif Ekbal7 citations
  65. Breaking Down Multilingual Machine Translation ↗Ting-Rui Chiang, Yi-Pei Chen, Yi-Ting Yeh et al.7 citations
  66. Chaining Simultaneous Thoughts for Numerical Reasoning ↗Zhihong Shao, Fei Huang, Minlie Huang7 citations
  67. Constructing Open Cloze Tests Using Generation and Discrimination Capabilities of Transformers ↗Mariano Felice, Shiva Taslimipoor, Paula Buttery7 citations
  68. CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization ↗Hossein Rajaby Faghihi, Bashar Alhafni, Ke Zhang et al.7 citations
  69. CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ↗Milan Gritta, Ruoyu Hu, Ignacio Iacobacci7 citations
  70. Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ↗Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen7 citations
  71. Detecting Narrative Elements in Informational Text ↗Effi Levi, Guy Mor, Tamir Sheafer et al.7 citations
  72. Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering ↗Juan Zha, Zheng Li, Ying Wei et al.7 citations
  73. Distillation-Resistant Watermarking for Model Protection in NLP ↗Xuandong Zhao, Lei Li, Yu-Xiang Wang7 citations
  74. Does BERT really agree ? Fine-grained Analysis of Lexical Dependence on a Syntactic Task ↗Karim Lasri, Alessandro Lenci, Thierry Poibeau7 citations
  75. Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection ↗Tulika Bose, Nikolaos Aletras, Irina Illina et al.7 citations
  76. EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English ↗Weicheng Ma, Samiha Datta, Lili Wang et al.7 citations
  77. Enhancing Automatic Readability Assessment with Pre-training and Soft Labels for Ordinal Regression ↗Jinshan Zeng, Yudong Xie, Xianglong Yu et al.7 citations
  78. Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems ↗Yoshitomo Matsubara, Luca Soldaini, Eric Lind et al.7 citations
  79. Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context ExpertsNghia T. Le, Fan Bai, Alan Ritter7 citations · our summary
  80. Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition ↗Zihan Wang, Kewen Zhao, Zilong Wang et al.7 citations
  81. From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction ↗Xiuyu Wu, Yunfang Wu7 citations
  82. HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea ↗Haneul Yoo, Jiho Jin, Juhee Son et al.7 citations
  83. How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts. ↗Shanya Sharma, Manan Dey, Koustuv Sinha7 citations
  84. Human Language Modeling ↗Nikita Soni, Matthew Matero, Niranjan Balasubramanian et al.7 citations
  85. Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection ↗Chenglong Wang, Yi Lu, Yongyu Mu et al.7 citations
  86. Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text ↗Li Zhenzhen, Yuyang Zhang, Jian-Yun Nie et al.7 citations
  87. Improving HowNet-Based Chinese Word Sense Disambiguation with Translations ↗Xiang Zhang, Bradley Hauer, Grzegorz Kondrak7 citations
  88. Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking ↗Tianyi Luo, Rui Meng, Xin Wang et al.7 citations
  89. LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework ↗Mengjie Zhao, Fei Mi, Yasheng Wang et al.7 citations
  90. Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models ↗Victor Bursztyn, David Demeter, Doug Downey et al.7 citations
  91. Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition ↗Aaron Reich, Jiaao Chen, Aastha Agrawal et al.7 citations
  92. LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners ↗Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu et al.7 citations
  93. Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context ↗Daniel Spokoyny, Ivan Lee, Zhao Jin et al.7 citations
  94. Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking ↗Hwanhee Lee, Kang Min Yoo, Joonsuk Park et al.7 citations
  95. Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models ↗Simran Arora, Sen Wu, Enci Liu et al.7 citations
  96. Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling ↗Zhichao Duan, Xiuxing Li, Zhenyu Li et al.7 citations
  97. Opening up Minds with Argumentative Dialogues ↗Youmna Farag, Charlotte Brand, Jacopo Amidei et al.7 citations
  98. Opportunities for Human-centered Evaluation of Machine Translation Systems ↗Daniel Liebling, Katherine Heller, Samantha Robertson et al.7 citations
  99. PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text ↗Xianjun Yang, Ya Zhuo, Julia Zuo et al.7 citations
  100. Probing the Role of Positional Information in Vision-Language Models ↗Philipp J. Rösch, Jindřich Libovický7 citations

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