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

1,132 papers · page 4 of 12 · the most cited first · ← Findings of the Association for Computational Linguistics 2022

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  1. Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem ↗Wenqi Zhang, Yongliang Shen, Yanna Ma et al.15 citations
  2. NEWTS: A Corpus for News Topic-Focused Summarization ↗Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff15 citations
  3. Natural Language Deduction through Search over Statement Compositions ↗Kaj Bostrom, Zayne Sprague, Swarat Chaudhuri et al.15 citations
  4. NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation ↗Phillip Howard, Gadi Singer, Vasudev Lal et al.15 citations
  5. Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge ↗Kaixin Ma, Hao Cheng, Xiaodong Liu et al.15 citations
  6. Read Top News First: A Document Reordering Approach for Multi-Document News Summarization ↗Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury et al.15 citations
  7. Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding ↗Jiahao Zhu, Daizong Liu, Pan Zhou et al.15 citations
  8. SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training ↗Hui Chen, Wei Han, Soujanya Poria15 citations
  9. SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models ↗Jingfeng Yang, Haoming Jiang, Qingyu Yin et al.15 citations
  10. UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ↗Wei Li, Can Gao, Guocheng Niu et al.15 citations
  11. Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study ↗Serra Sinem Tekiroğlu, Helena Bonaldi, Margherita Fanton et al.15 citations
  12. Weakly Supervised Text Classification using Supervision Signals from a Language Model ↗Ziqian Zeng, Weimin Ni, Tianqing Fang et al.15 citations
  13. XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction ↗Yuwei Cao, William Groves, Tanay Kumar Saha et al.15 citations
  14. \textitGeneralized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ↗Tejas Gokhale, Swaroop Mishra, Man Luo et al.15 citations
  15. An Error-Guided Correction Model for Chinese Spelling Error Correction ↗Rui Sun, Xiuyu Wu, Yunfang Wu14 citations
  16. Benchmarking Language Models for Code Syntax Understanding ↗Da Shen, Xinyun Chen, Chenguang Wang et al.14 citations
  17. Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources ↗Xinyan Yu, Trina Chatterjee, Akari Asai et al.14 citations
  18. BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions ↗François Remy, Kris Demuynck, Thomas Demeester14 citations
  19. CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers ↗Dongling Xiao, LinZheng Chai, Qian-Wen Zhang et al.14 citations
  20. Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding ↗Jiali Zeng, Yongjing Yin, Yufan Jiang et al.14 citations
  21. Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback ↗Yunfan Hu, Zhaopeng Qiu, Xian Wu14 citations
  22. Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots ↗Haomin Fu, Yeqin Zhang, Haiyang Yu et al.14 citations
  23. EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention ↗Chen Tang, Chenghua Lin, Henglin Huang et al.14 citations
  24. Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval ↗Wei Zhong, Jheng-Hong Yang, Yuqing Xie et al.14 citations
  25. Fair NLP Models with Differentially Private Text Encoders ↗Gaurav Maheshwari, Pascal Denis, Mikaela Keller et al.14 citations
  26. History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System ↗Tong Zhang, Yong Liu, Boyang Li et al.14 citations
  27. Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts ↗Xiangyang Liu, Tianxiang Sun, Xuanjing Huang et al.14 citations
  28. Measurement Extraction with Natural Language Processing: A Review ↗Jan Göpfert, Patrick Kuckertz, Jann Weinand et al.14 citations
  29. On Measuring Social Biases in Prompt-Based Multi-Task Learning ↗Afra Feyza Akyürek, Sejin Paik, Muhammed Kocyigit et al.14 citations
  30. PAUQ: Text-to-SQL in Russian ↗Daria Bakshandaeva, Oleg Somov, Ekaterina Dmitrieva et al.14 citations
  31. Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation RecognitionHao Zhou, Man Lan, Yuanbin Wu et al.14 citations · our summary
  32. PromptGen: Automatically Generate Prompts using Generative Models ↗Yue Zhang, Hongliang Fei, Dingcheng Li et al.14 citations
  33. SALTED: A Framework for SAlient Long-tail Translation Error Detection ↗Vikas Raunak, Matt Post, Arul Menezes14 citations
  34. Scientific and Creative Analogies in Pretrained Language Models ↗Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra et al.14 citations
  35. Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis ↗Yiming Zhang, Min Zhang, Sai Wu et al.14 citations
  36. TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse LanguagesAnirudh Srinivasan, Eunsol Choi14 citations · our summary
  37. Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment ↗Zichao Li, Prakhar Sharma, Xing Han Lu et al.14 citations
  38. “Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction ↗Yong Dai, Linyang Li, Cong Zhou et al.14 citations
  39. $\textrmDuReader_\textrmvis$: A Chinese Dataset for Open-domain Document Visual Question Answering ↗Le Qi, Shangwen Lv, Hongyu Li et al.13 citations
  40. A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing ↗Allison Lahnala, Charles Welch, David Jurgens et al.13 citations
  41. Acceptability Judgements via Examining the Topology of Attention Maps ↗Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov et al.13 citations
  42. AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models ↗Se Jung Kwon, Jeonghoon Kim, Jeongin Bae et al.13 citations
  43. An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection ↗Shengxuan Luo, Sheng Yu13 citations
  44. Analytical Reasoning of Text ↗Wanjun Zhong, Siyuan Wang, Duyu Tang et al.13 citations
  45. Assessing Multilingual Fairness in Pre-trained Multimodal Representations ↗Jialu Wang, Yang Liu, Xin Wang13 citations
  46. Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document ↗Shaden Shaar, Nikola Georgiev, Firoj Alam et al.13 citations
  47. CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training ↗Patrick Huber, Armen Aghajanyan, Barlas Oguz et al.13 citations
  48. Controllable Fake Document Infilling for Cyber Deception ↗Yibo Hu, Yu Lin, Erick Skorupa Parolin et al.13 citations
  49. Deep Reinforcement Learning for Entity Alignment ↗Lingbing Guo, Yuqiang Han, Qiang Zhang et al.13 citations
  50. Distributed NLI: Learning to Predict Human Opinion Distributions for Language ReasoningXiang Zhou, Yixin Nie, Mohit Bansal13 citations · our summary
  51. Federated Continual Learning for Text Classification via Selective Inter-client Transfer ↗Yatin Chaudhary, Pranav Rai, Matthias Schubert et al.13 citations
  52. Focus! Relevant and Sufficient Context Selection for News Image Captioning ↗Mingyang Zhou, Grace Luo, Anna Rohrbach et al.13 citations
  53. GCPG: A General Framework for Controllable Paraphrase Generation ↗Kexin Yang, Dayiheng Liu, Wenqiang Lei et al.13 citations
  54. HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data ↗Kai Nakamura, Sharon Levy, Yi-Lin Tuan et al.13 citations
  55. Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion ↗Jian Song, Di Liang, Rumei Li et al.13 citations
  56. Interpreting the Robustness of Neural NLP Models to Textual Perturbations ↗Yunxiang Zhang, Liangming Pan, Samson Tan et al.13 citations
  57. Investigating the Benefits of Free-Form Rationales ↗Jiao Sun, Swabha Swayamdipta, Jonathan May et al.13 citations
  58. Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction ↗Yang Liu, Jinpeng Hu, Xiang Wan et al.13 citations
  59. Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming ↗Ayush Maheshwari, Krishnateja Killamsetty, Ganesh Ramakrishnan et al.13 citations
  60. Measuring the Language of Self-Disclosure across Corpora ↗Ann-Katrin Reuel, Sebastian Peralta, João Sedoc et al.13 citations
  61. Multimodal Intent Discovery from Livestream Videos ↗Adyasha Maharana, Quan Tran, Franck Dernoncourt et al.13 citations
  62. Plug-and-Play Adaptation for Continuously-updated QA ↗Kyungjae Lee, Wookje Han, Seung-won Hwang et al.13 citations
  63. Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models ↗Lifu Tu, Caiming Xiong, Yingbo Zhou13 citations
  64. Semantically Distributed Robust Optimization for Vision-and-Language Inference ↗Tejas Gokhale, Abhishek Chaudhary, Pratyay Banerjee et al.13 citations
  65. TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge ↗Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao et al.13 citations
  66. TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack ↗Zhen Yu, Xiaosen Wang, Wanxiang Che et al.13 citations
  67. Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation ↗Chuhan Wu, Fangzhao Wu, Tao Qi et al.13 citations
  68. Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation ↗Shaolei Zhang, Shoutao Guo, Yang Feng13 citations
  69. AbductionRules: Training Transformers to Explain Unexpected Inputs ↗Nathan Young, Qiming Bao, Joshua Bensemann et al.12 citations
  70. Active Learning for Abstractive Text Summarization ↗Akim Tsvigun, Ivan Lysenko, Danila Sedashov et al.12 citations
  71. Analyzing Dynamic Adversarial Training Data in the Limit ↗Eric Wallace, Adina Williams, Robin Jia et al.12 citations
  72. CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model ↗Shang-Hsuan Chiang, Ssu-Cheng Wang, Yao-Chung Fan12 citations
  73. Comparative Opinion Summarization via Collaborative Decoding ↗Hayate Iso, Xiaolan Wang, Stefanos Angelidis et al.12 citations
  74. Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval ↗Jiaheng Liu, Tan Yu, Hanyu Peng et al.12 citations
  75. Data Augmentation for Low-Resource Dialogue Summarization ↗Yongtai Liu, Joshua Maynez, Gonçalo Simões et al.12 citations
  76. Data Selection Curriculum for Neural Machine Translation ↗Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary et al.12 citations
  77. Efficient Few-Shot Fine-Tuning for Opinion Summarization ↗Arthur Brazinskas, Ramesh Nallapati, Mohit Bansal et al.12 citations
  78. Efficient Zero-shot Event Extraction with Context-Definition Alignment ↗Hongming Zhang, Wenlin Yao, Dong Yu12 citations
  79. Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance ↗Abhishek Agarwal, Shanshan Xu, Matthias Grabmair12 citations
  80. Improving Controllable Text Generation with Position-Aware Weighted Decoding ↗Yuxuan Gu, Xiaocheng Feng, Sicheng Ma et al.12 citations
  81. Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ↗Yuanhe Tian, Yan Song, Fei Xia12 citations
  82. MM-Claims: A Dataset for Multimodal Claim Detection in Social Media ↗Gullal Singh Cheema, Sherzod Hakimov, Abdul Sittar et al.12 citations
  83. MTG: A Benchmark Suite for Multilingual Text Generation ↗Yiran Chen, Zhenqiao Song, Xianze Wu et al.12 citations
  84. Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA ↗Junjie Huang, Wanjun Zhong, Qian Liu et al.12 citations
  85. OTExtSum: Extractive Text Summarisation with Optimal Transport ↗Peggy Tang, Kun Hu, Rui Yan et al.12 citations
  86. SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction ↗Qifan Wang, Li Yang, Jingang Wang et al.12 citations
  87. SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases ↗Sumit Neelam, Udit Sharma, Hima Karanam et al.12 citations
  88. Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification ↗Tianyi Zhang, Zhaozhuo Xu, Tharun Medini et al.12 citations
  89. Systematicity in GPT-3's Interpretation of Novel English Noun Compounds ↗Siyan Li, Riley Carlson, Christopher Potts12 citations
  90. Weakly Supervised Text-to-SQL Parsing through Question Decomposition ↗Tomer Wolfson, Daniel Deutch, Jonathan Berant12 citations
  91. Zero-shot Learning for Grapheme to Phoneme Conversion with Language Ensemble ↗Xinjian Li, Florian Metze, David Mortensen et al.12 citations
  92. $Great~Truths~are ~Always ~Simple:$ A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models ↗Jinhao Jiang, Kun Zhou, Ji-Rong Wen et al.11 citations
  93. A Benchmark and Dataset for Post-OCR text correction in Sanskrit ↗Ayush Maheshwari, Nikhil Singh, Amrith Krishna et al.11 citations
  94. A Unified Dialogue User Simulator for Few-shot Data Augmentation ↗Dazhen Wan, Zheng Zhang, Qi Zhu et al.11 citations
  95. Co-VQA : Answering by Interactive Sub Question Sequence ↗Ruonan Wang, Yuxi Qian, Fangxiang Feng et al.11 citations
  96. D2GCLF: Document-to-Graph Classifier for Legal Document Classification ↗Qiqi Wang, Kaiqi Zhao, Robert Amor et al.11 citations
  97. Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 ↗Nghi Bui, Yue Wang, Steven C.H. Hoi11 citations
  98. Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem ↗Khalil Mrini, Shaoliang Nie, Jiatao Gu et al.11 citations
  99. Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization ↗Dongmin Hyun, Xiting Wang, Chayoung Park et al.11 citations
  100. LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification ↗Dheeraj Mekala, Chengyu Dong, Jingbo Shang11 citations

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