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

1,132 papers · page 2 of 12 · the most cited first · ← Findings of the Association for Computational Linguistics 2022

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  1. Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection ↗Lanrui Wang, Jiangnan Li, Zheng Lin et al.35 citations
  2. MDCSpell: A Multi-task Detector-Corrector Framework for Chinese Spelling Correction ↗Chenxi Zhu, Ziqiang Ying, Boyu Zhang et al.35 citations
  3. Read before Generate! Faithful Long Form Question Answering with Machine Reading ↗Dan Su, Xiaoguang Li, Jindi Zhang et al.35 citations
  4. Summarization as Indirect Supervision for Relation Extraction ↗Keming Lu, I-Hung Hsu, Wenxuan Zhou et al.35 citations
  5. Towards Unified Prompt Tuning for Few-shot Text Classification ↗Jianing Wang, Chengyu Wang, Fuli Luo et al.35 citations
  6. A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis ↗Ehsan Hosseini-Asl, Wenhao Liu, Caiming Xiong34 citations
  7. DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation ↗Md Rashad Al Hasan Rony, Ricardo Usbeck, Jens Lehmann34 citations
  8. Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation ↗Kai Zhang, Yu Wang, Hongyi Wang et al.34 citations
  9. Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation ↗Yong Cao, Wei Li, Xianzhi Li et al.34 citations
  10. HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing ↗Yanzhao Zheng, Haibin Wang, Baohua Dong et al.34 citations
  11. Your fairness may vary: Pretrained language model fairness in toxic text classification ↗Ioana Baldini, Dennis Wei, Karthikeyan Natesan Ramamurthy et al.34 citations
  12. Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents ↗Yicheng Zou, Hongwei Liu, Tao Gui et al.33 citations
  13. Hierarchical Transformers Are More Efficient Language Models ↗Piotr Nawrot, Szymon Tworkowski, Michał Tyrolski et al.33 citations
  14. SciFact-Open: Towards open-domain scientific claim verificationDavid Wadden, Kyle Lo, Bailey Kuehl et al.33 citations · our summary
  15. SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation ↗Zekun Li, Jina Kim, Yao-Yi Chiang et al.33 citations
  16. What Language Model to Train if You Have One Million GPU Hours? ↗Teven Le Scao, Thomas Wang, Daniel Hesslow et al.33 citations
  17. ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization ↗Hanwei Xu, Yujun Chen, Yulun Du et al.33 citations
  18. Autoregressive Structured Prediction with Language Models ↗Tianyu Liu, Yuchen Eleanor Jiang, Nicholas Monath et al.32 citations
  19. Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ↗KiYoon Yoo, Jangho Kim, Jiho Jang et al.32 citations
  20. EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start ↗Jonathan Mallinson, Jakub Adamek, Eric Malmi et al.32 citations
  21. Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings ↗Neeraj Varshney, Swaroop Mishra, Chitta Baral32 citations
  22. Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction ↗Yinan Bao, Qianwen Ma, Lingwei Wei et al.32 citations
  23. Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE? ↗Mousumi Akter, Naman Bansal, Shubhra Kanti Karmaker Santu32 citations
  24. Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis ↗Yuxin Xiao, Paul Pu Liang, Umang Bhatt et al.32 citations
  25. Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media ↗Chan Young Park, Julia Mendelsohn, Anjalie Field et al.31 citations
  26. ELLE: Efficient Lifelong Pre-training for Emerging Data ↗Yujia Qin, Jiajie Zhang, Yankai Lin et al.31 citations
  27. Entity Cloze By Date: What LMs Know About Unseen Entities ↗Yasumasa Onoe, Michael Zhang, Eunsol Choi et al.31 citations
  28. Extracting Latent Steering Vectors from Pretrained Language ModelsNishant Subramani, Nivedita Suresh, Matthew Peters31 citations · our summary
  29. Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure ↗Joseph Peper, Lu Wang31 citations
  30. Knowledge Graph Generation From Text ↗Igor Melnyk, Pierre Dognin, Payel Das31 citations
  31. MTRec: Multi-Task Learning over BERT for News Recommendation ↗Qiwei Bi, Jian Li, Lifeng Shang et al.31 citations
  32. MixQG: Neural Question Generation with Mixed Answer Types ↗Lidiya Murakhovs'ka, Chien-Sheng Wu, Philippe Laban et al.31 citations
  33. Readability Controllable Biomedical Document Summarization ↗Zheheng Luo, Qianqian Xie, Sophia Ananiadou31 citations
  34. SlovakBERT: Slovak Masked Language Model ↗Matúš Pikuliak, Štefan Grivalský, Martin Konôpka et al.31 citations
  35. Temporal Attention for Language Models ↗Guy D. Rosin, Kira Radinsky31 citations
  36. Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark ↗Jingyan Zhou, Jiawen Deng, Fei Mi et al.31 citations
  37. Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language GenerationKushal Arora, Layla El Asri, Hareesh Bahuleyan et al.31 citations · our summary
  38. Aligning Generative Language Models with Human Values ↗Ruibo Liu, Ge Zhang, Xinyu Feng et al.30 citations
  39. How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ↗Shaobo Li, Xiaoguang Li, Lifeng Shang et al.30 citations
  40. Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models ↗Qihuang Zhong, Liang Ding, Li Shen et al.30 citations
  41. Modality-specific Learning Rates for Effective Multimodal Additive Late-fusion ↗Yiqun Yao, Rada Mihalcea30 citations
  42. Towards Tracing Knowledge in Language Models Back to the Training Data ↗Ekin Akyurek, Tolga Bolukbasi, Frederick Liu et al.30 citations
  43. HLDC: Hindi Legal Documents Corpus ↗Arnav Kapoor, Mudit Dhawan, Anmol Goel et al.29 citations
  44. Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning ↗Yuxin Jiang, Linhan Zhang, Wei Wang29 citations
  45. Keep Me Updated! Memory Management in Long-term Conversations ↗Sanghwan Bae, Donghyun Kwak, Soyoung Kang et al.29 citations
  46. Learning to Revise References for Faithful Summarization ↗Griffin Adams, Han-Chin Shing, Qing Sun et al.29 citations
  47. Memformer: A Memory-Augmented Transformer for Sequence Modeling ↗Qingyang Wu, Zhenzhong Lan, Kun Qian et al.29 citations
  48. SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising ↗Kuan Xu, Yongbo Wang, Yongliang Wang et al.29 citations
  49. Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors ↗Yang Wu, Yanyan Zhao, Hao Yang et al.29 citations
  50. Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning ↗Qingyi Si, Yuanxin Liu, Fandong Meng et al.29 citations
  51. Exploring Neural Models for Query-Focused Summarization ↗Jesse Vig, Alexander Fabbri, Wojciech Kryscinski et al.28 citations
  52. Fast Nearest Neighbor Machine Translation ↗Yuxian Meng, Xiaoya Li, Xiayu Zheng et al.28 citations
  53. Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples ↗Yu Xia, Quan Wang, Yajuan Lyu et al.28 citations
  54. Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking ↗Yinghui Li, Shirong Ma, Qingyu Zhou et al.28 citations
  55. MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ↗Fangkai Jiao, Yangyang Guo, Xuemeng Song et al.28 citations
  56. ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs ↗Costas Mavromatis, George Karypis28 citations
  57. Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning ↗Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle et al.28 citations
  58. Combining Feature and Instance Attribution to Detect Artifacts ↗Pouya Pezeshkpour, Sarthak Jain, Sameer Singh et al.27 citations
  59. Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems ↗Azlaan Mustafa Samad, Kshitij Mishra, Mauajama Firdaus et al.27 citations
  60. Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error CorrectionShirong Ma, Yinghui Li, Rongyi Sun et al.27 citations · our summary
  61. Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ↗Umang Gupta, Jwala Dhamala, Varun Kumar et al.27 citations
  62. MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation) ↗Simone Tedeschi, Roberto Navigli27 citations
  63. STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing ↗Zefeng Cai, Xiangyu Li, Binyuan Hui et al.27 citations
  64. CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training ↗Xin Wang, Yasheng Wang, Yao Wan et al.26 citations
  65. CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction ↗Shulin Liu, Shengkang Song, Tianchi Yue et al.26 citations
  66. Challenges in Generalization in Open Domain Question Answering ↗Linqing Liu, Patrick Lewis, Sebastian Riedel et al.26 citations
  67. DISARM: Detecting the Victims Targeted by Harmful Memes ↗Shivam Sharma, Md Shad Akhtar, Preslav Nakov et al.26 citations
  68. Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking ↗Jamin Shin, Hangyeol Yu, Hyeongdon Moon et al.26 citations
  69. Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ↗Rui Cao, Yihao Wang, Yuxin Liang et al.26 citations
  70. Knowledge-Rich Self-Supervision for Biomedical Entity Linking ↗Sheng Zhang, Hao Cheng, Shikhar Vashishth et al.26 citations
  71. LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ↗Canwen Xu, Daya Guo, Nan Duan et al.26 citations
  72. MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ↗Yuren Mao, Zekai Wang, Weiwei Liu et al.26 citations
  73. Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models ↗David Wingate, Mohammad Shoeybi, Taylor Sorensen26 citations
  74. XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing ↗Peng Shi, Rui Zhang, He Bai et al.26 citations
  75. A Feasibility Study of Answer-Agnostic Question Generation for Education ↗Liam Dugan, Eleni Miltsakaki, Shriyash Upadhyay et al.25 citations
  76. A Neural Pairwise Ranking Model for Readability Assessment ↗Justin Lee, Sowmya Vajjala25 citations
  77. End-to-end Spoken Conversational Question Answering: Task, Dataset and Model ↗Chenyu You, Nuo Chen, Fenglin Liu et al.25 citations
  78. Handling and Presenting Harmful Text in NLP Research ↗Hannah Kirk, Abeba Birhane, Bertie Vidgen et al.25 citations
  79. Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control ↗Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski et al.25 citations
  80. Literature-Augmented Clinical Outcome Prediction ↗Aakanksha Naik, Sravanthi Parasa, Sergey Feldman et al.25 citations
  81. LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning ↗Zhicheng Yang, Jinghui Qin, Jiaqi Chen et al.25 citations
  82. MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations ↗George Michalopoulos, Kyle Williams, Gagandeep Singh et al.25 citations
  83. Mukayese: Turkish NLP Strikes Back ↗Ali Safaya, Emirhan Kurtuluş, Arda Goktogan et al.25 citations
  84. Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis ↗Ronghao Lin, Haifeng Hu25 citations
  85. PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting ↗Zhen Zhang, Wei Zhu, Jinfan Zhang et al.25 citations
  86. Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? ↗En-Shiun Annie Lee, Sarubi Thillainathan, Shravan Nayak et al.25 citations
  87. Reason first, then respond: Modular Generation for Knowledge-infused Dialogue ↗Leonard Adolphs, Kurt Shuster, Jack Urbanek et al.25 citations
  88. Truncation Sampling as Language Model DesmoothingJohn Hewitt, Christopher Manning, Percy Liang25 citations · our summary
  89. An Isotropy Analysis in the Multilingual BERT Embedding Space ↗Sara Rajaee, Mohammad Taher Pilehvar24 citations
  90. Are Neural Topic Models Broken? ↗Alexander Hoyle, Pranav Goel, Rupak Sarkar et al.24 citations
  91. Cross-Domain Classification of Moral Values ↗Enrico Liscio, Alin E. Dondera, Andrei Geadău et al.24 citations
  92. Cross-domain Named Entity Recognition via Graph Matching ↗Junhao Zheng, Haibin Chen, Qianli Ma24 citations
  93. DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition ↗Bowen Xing, Ivor Tsang24 citations
  94. Generative Prompt Tuning for Relation Classification ↗Jiale Han, Shuai Zhao, Bo Cheng et al.24 citations
  95. Modular and Parameter-Efficient Multimodal Fusion with Prompting ↗Sheng Liang, Mengjie Zhao, Hinrich Schuetze24 citations
  96. ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback ↗Jiacheng Ye, Jiahui Gao, Zhiyong Wu et al.24 citations
  97. Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask ↗Bilal Ghanem, Lauren Lutz Coleman, Julia Rivard Dexter et al.24 citations
  98. Search to Pass Messages for Temporal Knowledge Graph Completion ↗Zhen Wang, Haotong Du, Quanming Yao et al.24 citations
  99. Table-To-Text generation and pre-training with TabT5 ↗Ewa Andrejczuk, Julian Eisenschlos, Francesco Piccinno et al.24 citations
  100. Accelerating Learned Sparse Indexes Via Term Impact Decomposition ↗Joel Mackenzie, Antonio Mallia, Alistair Moffat et al.23 citations

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