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ACL 2022: all accepted papers

774 papers · page 3 of 8 · the most cited first · ← ACL 2022

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  1. KinyaBERT: a Morphology-aware Kinyarwanda Language Model ↗Antoine Nzeyimana, Andre Niyongabo Rubungo · Long Papers · 🏆 Best Linguistic Insight Paper33 citations
  2. Label Semantic Aware Pre-training for Few-shot Text Classification ↗Aaron Mueller, Jason Krone, Salvatore Romeo et al. · Long Papers33 citations
  3. Making Transformers Solve Compositional Tasks ↗Santiago Ontañón, Joshua Ainslie, Zachary Fisher et al. · Long Papers33 citations
  4. Your Answer is Incorrect... Would you like to know why? Introducing a Bilingual Short Answer Feedback Dataset ↗Anna Filighera, Siddharth Parihar, Tim Steuer et al. · Long Papers33 citations
  5. ASPECTNEWS: Aspect-Oriented Summarization of News Documents ↗Ojas Ahuja, Jiacheng Xu, Akshay Gupta et al. · Long Papers32 citations
  6. AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence LevelAmit Seker, Elron Bandel, Dan Bareket et al. · Long Papers32 citations · our summary
  7. An Investigation of the (In)effectiveness of Counterfactually Augmented Data ↗Nitish Joshi, He He · Long Papers32 citations
  8. It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story BooksBingsheng Yao, Dakuo Wang, Tongshuang Wu et al. · Long Papers32 citations · our summary
  9. Multilingual Molecular Representation Learning via Contrastive Pre-training ↗Zhihui Guo, Pramod Sharma, Andy Martinez et al. · Long Papers32 citations
  10. SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems ↗Emily Dinan, Gavin Abercrombie, A. Bergman et al. · Long Papers32 citations
  11. Text-to-Table: A New Way of Information Extraction ↗Xueqing Wu, Jiacheng Zhang, Hang Li · Long Papers32 citations
  12. CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ↗Deepanway Ghosal, Siqi Shen, Navonil Majumder et al. · Long Papers31 citations
  13. Local Languages, Third Spaces, and other High-Resource Scenarios ↗Steven Bird · Long Papers31 citations
  14. Multimodal Dialogue Response Generation ↗Qingfeng Sun, Yujing Wang, Can Xu et al. · Long Papers31 citations
  15. bert2BERT: Towards Reusable Pretrained Language Models ↗Cheng Chen, Yichun Yin, Lifeng Shang et al. · Long Papers31 citations
  16. An Analysis of Negation in Natural Language Understanding Corpora ↗Md Mosharaf Hossain, Dhivya Chinnappa, Eduardo Blanco · Short Papers30 citations
  17. An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition ↗Zhuoran Li, Chunming Hu, Xiaohui Guo et al. · Long Papers30 citations
  18. Clickbait Spoiling via Question Answering and Passage Retrieval ↗Matthias Hagen, Maik Fröbe, Artur Jurk et al. · Long Papers30 citations
  19. IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks ↗Liying Cheng, Lidong Bing, Ruidan He et al. · Long Papers30 citations
  20. Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ↗Zijie Huang, Zheng Li, Haoming Jiang et al. · Long Papers30 citations
  21. Open Domain Question Answering with A Unified Knowledge Interface ↗Kaixin Ma, Hao Cheng, Xiaodong Liu et al. · Long Papers30 citations
  22. PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning ↗Rongzhi Zhang, Yue Yu, Pranav Shetty et al. · Long Papers30 citations
  23. RFBFN: A Relation-First Blank Filling Network for Joint Relational Triple Extraction ↗Zhe Li, Luoyi Fu, Xinbing Wang et al. · Student Research Workshop30 citations
  24. When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party DialoguesShivani Kumar, Atharva Kulkarni, Md Shad Akhtar et al. · Long Papers30 citations · our summary
  25. CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ↗Zichu Fei, Qi Zhang, Tao Gui et al. · Long Papers29 citations
  26. How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language ↗Shiyue Zhang, Ben Frey, Mohit Bansal · Long Papers29 citations
  27. MMCoQA: Conversational Question Answering over Text, Tables, and Images ↗Yongqi Li, Wenjie Li, Liqiang Nie · Long Papers29 citations
  28. Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation ↗Chenze Shao, Yang Feng · Long Papers29 citations
  29. Towards Learning (Dis)-Similarity of Source Code from Program Contrasts ↗Yangruibo Ding, Luca Buratti, Saurabh Pujar et al. · Long Papers29 citations
  30. latent-GLAT: Glancing at Latent Variables for Parallel Text Generation ↗Yu Bao, Hao Zhou, Shujian Huang et al. · Long Papers29 citations
  31. A Variational Hierarchical Model for Neural Cross-Lingual Summarization ↗Yunlong Liang, Fandong Meng, Chulun Zhou et al. · Long Papers28 citations
  32. Enhancing Cross-lingual Natural Language Inference by Prompt-learning from Cross-lingual Templates ↗Kunxun Qi, Hai Wan, Jianfeng Du et al. · Long Papers28 citations
  33. FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing ↗Ilias Chalkidis, Tommaso Pasini, Sheng Zhang et al. · Long Papers28 citations
  34. Language-Agnostic Meta-Learning for Low-Resource Text-to-Speech with Articulatory Features ↗Florian Lux, Thang Vu · Long Papers28 citations
  35. Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines ↗Saadia Gabriel, Skyler Hallinan, Maarten Sap et al. · Long Papers28 citations
  36. Probing for the Usage of Grammatical Number ↗Karim Lasri, Tiago Pimentel, Alessandro Lenci et al. · Long Papers28 citations
  37. Universal Conditional Masked Language Pre-training for Neural Machine Translation ↗Pengfei Li, Liangyou Li, Meng Zhang et al. · Long Papers28 citations
  38. A Statutory Article Retrieval Dataset in French ↗Antoine Louis, Gerasimos Spanakis · Long Papers27 citations
  39. AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension ↗Xiao Li, Gong Cheng, Ziheng Chen et al. · Long Papers27 citations
  40. Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas ↗Raphael Schumann, Stefan Riezler · Long Papers27 citations
  41. Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning ↗Kang Zhou, Yuepei Li, Qi Li · Long Papers27 citations
  42. HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations ↗Jia-Chen Gu, Chao-Hong Tan, Chongyang Tao et al. · Long Papers27 citations
  43. Improving Word Translation via Two-Stage Contrastive Learning ↗Yaoyiran Li, Fangyu Liu, Nigel Collier et al. · Long Papers27 citations
  44. Length Control in Abstractive Summarization by Pretraining Information Selection ↗Yizhu Liu, Qi Jia, Kenny Zhu · Long Papers27 citations
  45. MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators ↗Zhixing Tan, Xiangwen Zhang, Shuo Wang et al. · Long Papers27 citations
  46. The Power of Prompt Tuning for Low-Resource Semantic Parsing ↗Nathan Schucher, Siva Reddy, Harm de Vries · Short Papers27 citations
  47. Things not Written in Text: Exploring Spatial Commonsense from Visual Signals ↗Xiao Liu, Da Yin, Yansong Feng et al. · Long Papers27 citations
  48. Transkimmer: Transformer Learns to Layer-wise Skim ↗Yue Guan, Zhengyi Li, Jingwen Leng et al. · Long Papers27 citations
  49. Understanding Iterative Revision from Human-Written Text ↗Wanyu Du, Vipul Raheja, Dhruv Kumar et al. · Long Papers27 citations
  50. Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation ↗Wenxuan Wang, Wenxiang Jiao, Yongchang Hao et al. · Long Papers27 citations
  51. ViLMedic: a framework for research at the intersection of vision and language in medical AI ↗Jean-Benoit Delbrouck, Khaled Saab, Maya Varma et al. · System Demonstrations27 citations
  52. Zero-Shot Cross-lingual Semantic Parsing ↗Tom Sherborne, Mirella Lapata · Long Papers27 citations
  53. End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding ↗Mengze Li, Tianbao Wang, Haoyu Zhang et al. · Long Papers26 citations
  54. Few-Shot Class-Incremental Learning for Named Entity Recognition ↗Rui Wang, Tong Yu, Handong Zhao et al. · Long Papers26 citations
  55. Identifying Moments of Change from Longitudinal User Text ↗Adam Tsakalidis, Federico Nanni, Anthony Hills et al. · Long Papers26 citations
  56. Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation ↗Xiangpeng Wei, Heng Yu, Yue Hu et al. · Long Papers · 🏆 Outstanding Paper26 citations
  57. Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages ↗Wietse de Vries, Martijn Wieling, Malvina Nissim · Long Papers26 citations
  58. PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation ↗Zhe Hu, Hou Pong Chan, Jiachen Liu et al. · Long Papers26 citations
  59. RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ↗Hui Su, Weiwei Shi, Xiaoyu Shen et al. · Long Papers26 citations
  60. Structural Characterization for Dialogue Disentanglement ↗Xinbei Ma, Zhuosheng Zhang, Hai Zhao · Long Papers26 citations
  61. Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks ↗Xing Wu, Chaochen Gao, Meng Lin et al. · Short Papers26 citations
  62. Word Order Does Matter and Shuffled Language Models Know It ↗Mostafa Abdou, Vinit Ravishankar, Artur Kulmizev et al. · Long Papers26 citations
  63. “That Is a Suspicious Reaction!”: Interpreting Logits Variation to Detect NLP Adversarial Attacks ↗Edoardo Mosca, Shreyash Agarwal, Javier Rando Ramírez et al. · Long Papers26 citations
  64. DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations ↗Sarik Ghazarian, Nuan Wen, Aram Galstyan et al. · Long Papers25 citations
  65. DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ↗Nitay Calderon, Eyal Ben-David, Amir Feder et al. · Long Papers25 citations
  66. Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED ↗Quzhe Huang, Shibo Hao, Yuan Ye et al. · Long Papers25 citations
  67. Expanding Pretrained Models to Thousands More Languages via Lexicon-based AdaptationXinyi Wang, Sebastian Ruder, Graham Neubig · Long Papers25 citations · our summary
  68. Improving Personalized Explanation Generation through Visualization ↗Shijie Geng, Zuohui Fu, Yingqiang Ge et al. · Long Papers25 citations
  69. Neural Pipeline for Zero-Shot Data-to-Text Generation ↗Zdeněk Kasner, Ondrej Dusek · Long Papers25 citations
  70. SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues ↗Ssu Chiu, Maolin Li, Yen-Ting Lin et al. · Long Papers25 citations
  71. Zero- and Few-Shot NLP with Pretrained Language Models ↗Iz Beltagy, Arman Cohan, Robert Logan IV et al. · Tutorial Abstracts25 citations
  72. IMPLI: Investigating NLI Models' Performance on Figurative LanguageKevin Stowe, Prasetya Utama, Iryna Gurevych · Long Papers24 citations · our summary
  73. SCD: Self-Contrastive Decorrelation of Sentence Embeddings ↗Tassilo Klein, Moin Nabi · Short Papers24 citations
  74. UniTranSeR: A Unified Transformer Semantic Representation Framework for Multimodal Task-Oriented Dialog System ↗Zhiyuan Ma, Jianjun Li, Guohui Li et al. · Long Papers24 citations
  75. Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration ↗Xiwen Liang, Fengda Zhu, Li Lingling et al. · Long Papers24 citations
  76. (Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance ↗Omer Goldman, David Guriel, Reut Tsarfaty · Short Papers23 citations
  77. A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation ↗Shashi Narayan, Gonçalo Simões, Yao Zhao et al. · Long Papers23 citations
  78. Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction ↗Keshav Kolluru, Muqeeth Mohammed, Shubham Mittal et al. · Long Papers23 citations
  79. CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ↗Pei Ke, Hao Zhou, Yankai Lin et al. · Long Papers23 citations
  80. Evaluating Extreme Hierarchical Multi-label Classification ↗Enrique Amigo, Agustín Delgado · Long Papers23 citations
  81. Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors ↗Isar Nejadgholi, Kathleen Fraser, Svetlana Kiritchenko · Long Papers23 citations
  82. MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ↗Xiao Wang, Shihan Dou, Limao Xiong et al. · Long Papers23 citations
  83. On the Importance of Effectively Adapting Pretrained Language Models for Active Learning ↗Katerina Margatina, Loic Barrault, Nikolaos Aletras · Short Papers23 citations
  84. PriMock57: A Dataset Of Primary Care Mock Consultations ↗Alex Papadopoulos Korfiatis, Francesco Moramarco, Radmila Sarac et al. · Short Papers23 citations
  85. QAConv: Question Answering on Informative Conversations ↗Chien-Sheng Wu, Andrea Madotto, Wenhao Liu et al. · Long Papers23 citations
  86. Quantified Reproducibility Assessment of NLP Results ↗Anya Belz, Maja Popovic, Simon Mille · Long Papers23 citations
  87. Saliency as Evidence: Event Detection with Trigger Saliency Attribution ↗Jian Liu, Yufeng Chen, Jinan Xu · Long Papers23 citations
  88. Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings ↗Jiangbin Zheng, Yile Wang, Ge Wang et al. · Long Papers23 citations
  89. Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking ↗Jinyu Guo, Kai Shuang, Jijie Li et al. · Long Papers22 citations
  90. Disentangled Sequence to Sequence Learning for Compositional Generalization ↗Hao Zheng, Mirella Lapata · Long Papers22 citations
  91. Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning ↗Qin Liu, Rui Zheng, Bao Rong et al. · Long Papers22 citations
  92. From the Detection of Toxic Spans in Online Discussions to the Analysis of Toxic-to-Civil Transfer ↗John Pavlopoulos, Leo Laugier, Alexandros Xenos et al. · Long Papers22 citations
  93. GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems ↗Bosheng Ding, Junjie Hu, Lidong Bing et al. · Long Papers22 citations
  94. Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering ↗Jun Gao, Wei Wang, Changlong Yu et al. · Long Papers22 citations
  95. Nibbling at the Hard Core of Word Sense Disambiguation ↗Marco Maru, Simone Conia, Michele Bevilacqua et al. · Long Papers22 citations
  96. On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency ↗Seo Yeon Park, Cornelia Caragea · Long Papers22 citations
  97. Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions ↗Haitao Lin, Junnan Zhu, Lu Xiang et al. · Long Papers22 citations
  98. Pre-training to Match for Unified Low-shot Relation Extraction ↗Fangchao Liu, Hongyu Lin, Xianpei Han et al. · Long Papers22 citations
  99. SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures ↗Megan Ung, Jing Xu, Y-Lan Boureau · Long Papers22 citations
  100. The Moral Debater: A Study on the Computational Generation of Morally Framed Arguments ↗Milad Alshomary, Roxanne El Baff, Timon Gurcke et al. · Long Papers22 citations

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