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

1,132 papers · page 5 of 12 · the most cited first · ← Findings of the Association for Computational Linguistics 2022

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  1. Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation ↗Yukun Feng, Feng Li, Ziang Song et al.11 citations
  2. Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment ↗Yujian Gan, Xinyun Chen, Qiuping Huang et al.11 citations
  3. One Agent To Rule Them All: Towards Multi-agent Conversational AI ↗Christopher Clarke, Joseph Peper, Karthik Krishnamurthy et al.11 citations
  4. Open-Vocabulary Argument Role Prediction For Event Extraction ↗Yizhu Jiao, Sha Li, Yiqing Xie et al.11 citations
  5. Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection ↗Vaibhav Varshney, Mayur Patidar, Rajat Kumar et al.11 citations
  6. PubHealthTab: A Public Health Table-based Dataset for Evidence-based Fact Checking ↗Mubashara Akhtar, Oana Cocarascu, Elena Simperl11 citations
  7. Social-aware Sparse Attention Network for Session-based Social Recommendation ↗Kai Ouyang, Xianghong Xu, Chen Tang et al.11 citations
  8. Syntax-guided Contrastive Learning for Pre-trained Language Model ↗Shuai Zhang, Wang Lijie, Xinyan Xiao et al.11 citations
  9. Table-based Fact Verification with Self-adaptive Mixture of Experts ↗Yuxuan Zhou, Xien Liu, Kaiyin Zhou et al.11 citations
  10. Task Compass: Scaling Multi-task Pre-training with Task Prefix ↗Zhuosheng Zhang, Shuohang Wang, Yichong Xu et al.11 citations
  11. The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser ErrorKatherine Atwell, Anthony Sicilia, Seong Jae Hwang et al.11 citations · our summary
  12. Topic-aware Multimodal Summarization ↗Sourajit Mukherjee, Anubhav Jangra, Sriparna Saha et al.11 citations
  13. Towards Computationally Feasible Deep Active Learning ↗Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin et al.11 citations
  14. TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer ↗Jivnesh Sandhan, Rathin Singha, Narein Rao et al.11 citations
  15. Unsupervised Multi-Granularity Summarization ↗Ming Zhong, Yang Liu, Suyu Ge et al.11 citations
  16. What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural textBiaoyan Fang, Timothy Baldwin, Karin Verspoor11 citations · our summary
  17. A Natural Diet: Towards Improving Naturalness of Machine Translation Output ↗Markus Freitag, David Vilar, David Grangier et al.10 citations
  18. Answer Uncertainty and Unanswerability in Multiple-Choice Machine Reading Comprehension ↗Vatsal Raina, Mark Gales10 citations
  19. BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Types ↗Syed Mohammed Sartaj Ekram, Adham Arik Rahman, Md. Sajid Altaf et al.10 citations
  20. CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation ↗Jiashuo Wang, Yi Cheng, Wenjie Li10 citations
  21. Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game ↗Dan Ofer, Dafna Shahaf10 citations
  22. ComFact: A Benchmark for Linking Contextual Commonsense Knowledge ↗Silin Gao, Jena D. Hwang, Saya Kanno et al.10 citations
  23. Comprehensive Multi-Modal Interactions for Referring Image Segmentation ↗Kanishk Jain, Vineet Gandhi10 citations
  24. Document-Level Event Argument Extraction via Optimal Transport ↗Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt et al.10 citations
  25. Efficient Argument Structure Extraction with Transfer Learning and Active Learning ↗Xinyu Hua, Lu Wang10 citations
  26. Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity ↗Dennis Ulmer, Jes Frellsen, Christian Hardmeier10 citations
  27. Graph Embeddings for Argumentation Quality Assessment ↗Santiago Marro, Elena Cabrio, Serena Villata10 citations
  28. Graph Refinement for Coreference Resolution ↗Lesly Miculicich, James Henderson10 citations
  29. ID10M: Idiom Identification in 10 LanguagesSimone Tedeschi, Federico Martelli, Roberto Navigli10 citations · our summary
  30. Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation ↗Xu Guo, Boyang Li, Han Yu10 citations
  31. Inferring Implicit Relations in Complex Questions with Language Models ↗Uri Katz, Mor Geva, Jonathan Berant10 citations
  32. Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator ↗Qinyuan Cheng, Linyang Li, Guofeng Quan et al.10 citations
  33. Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection ↗Fei Zhao, Yuchen Shen, Zhen Wu et al.10 citations
  34. Lacking the Embedding of a Word? Look it up into a Traditional Dictionary ↗Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei et al.10 citations
  35. Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments ↗Antonis Maronikolakis, Axel Wisiorek, Leah Nann et al.10 citations
  36. Long Text and Multi-Table Summarization: Dataset and Method ↗Shuaiqi Liu, Jiannong Cao, Ruosong Yang et al.10 citations
  37. MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation ↗Ying Su, Zihao Wang, Tianqing Fang et al.10 citations
  38. Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings ↗Iker García-Ferrero, Rodrigo Agerri, German Rigau10 citations
  39. Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity ↗Valentin Hofmann, Xiaowen Dong, Janet Pierrehumbert et al.10 citations
  40. Modeling Intensification for Sign Language Generation: A Computational Approach ↗Mert Inan, Yang Zhong, Sabit Hassan et al.10 citations
  41. MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering ↗Yingyao Wang, Junwei Bao, Chaoqun Duan et al.10 citations
  42. Multilingual Sentence Transformer as A Multilingual Word Aligner ↗Weikang Wang, Guanhua Chen, Hanqing Wang et al.10 citations
  43. Multimodal Knowledge Learning for Named Entity Disambiguation ↗Zhang Dongjie, Longtao Huang10 citations
  44. On the Role of Bidirectionality in Language Model Pre-Training ↗Mikel Artetxe, Jingfei Du, Naman Goyal et al.10 citations
  45. One Size Does Not Fit All: The Case for Personalised Word Complexity Models ↗Sian Gooding, Manuel Tragut10 citations
  46. Open Vocabulary Extreme Classification Using Generative Models ↗Daniel Simig, Fabio Petroni, Pouya Yanki et al.10 citations
  47. Outlier Dimensions that Disrupt Transformers are Driven by Frequency ↗Giovanni Puccetti, Anna Rogers, Aleksandr Drozd et al.10 citations
  48. PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation ↗Siqi Bao, Huang He, Fan Wang et al.10 citations
  49. Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification ↗Yang Sun, Bin Liang, Jianzhu Bao et al.10 citations
  50. System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning ↗Wenyue Hua, Yongfeng Zhang10 citations
  51. Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study ↗Xin Xu, Xiang Chen, Ningyu Zhang et al.10 citations
  52. VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator ↗Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu et al.10 citations
  53. Visual Named Entity Linking: A New Dataset and A Baseline ↗Wen Sun, Yixing Fan, Jiafeng Guo et al.10 citations
  54. Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond ↗Nils Dycke, Ilia Kuznetsov, Iryna Gurevych10 citations
  55. You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM ↗Andrew Drozdov, Shufan Wang, Razieh Rahimi et al.10 citations
  56. A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification ↗Dairui Liu, Derek Greene, Ruihai Dong9 citations
  57. A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingNaoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito et al.9 citations · our summary
  58. A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking ↗Kai Sun, Richong Zhang, Samuel Mensah et al.9 citations
  59. ALLSH: Active Learning Guided by Local Sensitivity and Hardness ↗Shujian Zhang, Chengyue Gong, Xingchao Liu et al.9 citations
  60. APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets ↗Kichang Yang, Wonjun Jang, Won Ik Cho9 citations
  61. ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs ↗Liang Chen, Peiyi Wang, Runxin Xu et al.9 citations
  62. Attention weights accurately predict language representations in the brain ↗Mathis Lamarre, Catherine Chen, Fatma Deniz9 citations
  63. Automatic Rule Induction for Efficient Semi-Supervised Learning ↗Reid Pryzant, Ziyi Yang, Yichong Xu et al.9 citations
  64. BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples ↗Mohaddeseh Bastan, Mihai Surdeanu, Niranjan Balasubramanian9 citations
  65. CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions ↗Tayfun Ates, M. Ateşoğlu, Çağatay Yiğit et al.9 citations
  66. Challenges to Open-Domain Constituency Parsing ↗Sen Yang, Leyang Cui, Ruoxi Ning et al.9 citations
  67. Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards ↗Yekun Chai, Shuohuan Wang, Yu Sun et al.9 citations
  68. Combining Static and Contextualised Multilingual Embeddings ↗Katharina Hämmerl, Jindřich Libovický, Alexander Fraser9 citations
  69. Context-Aware Language Modeling for Goal-Oriented Dialogue Systems ↗Charlie Snell, Sherry Yang, Justin Fu et al.9 citations
  70. Contrastive Demonstration Tuning for Pre-trained Language Models ↗Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng et al.9 citations
  71. Does Simultaneous Speech Translation need Simultaneous Models? ↗Sara Papi, Marco Gaido, Matteo Negri et al.9 citations
  72. Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ↗Thuy-Trang Vu, Shahram Khadivi, Dinh Phung et al.9 citations
  73. Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers ↗Jakob Smedegaard Andersen, Walid Maalej9 citations
  74. EnDex: Evaluation of Dialogue Engagingness at Scale ↗Guangxuan Xu, Ruibo Liu, Fabrice Harel-Canada et al.9 citations
  75. Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling ↗Kalpa Gunaratna, Vijay Srinivasan, Akhila Yerukola et al.9 citations
  76. FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness ↗Wenhao Wu, Wei Li, Jiachen Liu et al.9 citations
  77. GRS: Combining Generation and Revision in Unsupervised Sentence Simplification ↗Mohammad Dehghan, Dhruv Kumar, Lukasz Golab9 citations
  78. HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models ↗Yizhi Li, Ge Zhang, Bohao Yang et al.9 citations
  79. Holistic Sentence Embeddings for Better Out-of-Distribution Detection ↗Sishuo Chen, Xiaohan Bi, Rundong Gao et al.9 citations
  80. Hyperdecoders: Instance-specific decoders for multi-task NLP ↗Hamish Ivison, Matthew Peters9 citations
  81. Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation ↗Tianchi Yue, Shulin Liu, Huihui Cai et al.9 citations
  82. Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping ↗Shuhao Gu, Yang Feng9 citations
  83. Incremental Intent Detection for Medical Domain with Contrast Replay Networks ↗Guirong Bai, Shizhu He, Kang Liu et al.9 citations
  84. Is anisotropy really the cause of BERT embeddings not being semantic? ↗Alejandro Fuster Baggetto, Victor Fresno9 citations
  85. Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection ↗Kai Zheng, Qingfeng Sun, Yaming Yang et al.9 citations
  86. Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection ↗Kailin Zhao, Xiaolong Jin, Long Bai et al.9 citations
  87. Leveraging Knowledge in Multilingual Commonsense Reasoning ↗Yuwei Fang, Shuohang Wang, Yichong Xu et al.9 citations
  88. Local Structure Matters Most: Perturbation Study in NLU ↗Louis Clouatre, Prasanna Parthasarathi, Amal Zouaq et al.9 citations
  89. Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models ↗Silke Husse, Andreas Spitz9 citations
  90. Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis ↗Wenda Xu, Yi-Lin Tuan, Yujie Lu et al.9 citations
  91. On the Importance of Data Size in Probing Fine-tuned Models ↗Houman Mehrafarin, Sara Rajaee, Mohammad Taher Pilehvar9 citations
  92. Open Relation Modeling: Learning to Define Relations between Entities ↗Jie Huang, Kevin Chang, Jinjun Xiong et al.9 citations
  93. P$\textM^2\textF^2$N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction ↗Ying Zhang, Baohang Zhou, Kehui Song et al.9 citations
  94. Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer ↗Haoran Xu, Kenton Murray9 citations
  95. RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval ↗Xing Wu, Chaochen Gao, Zijia Lin et al.9 citations
  96. Re-Examining Calibration: The Case of Question Answering ↗Chenglei Si, Chen Zhao, Sewon Min et al.9 citations
  97. SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction ↗Miao Peng, Ben Liu, Qianqian Xie et al.9 citations
  98. Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments ↗Maor Ivgi, Yair Carmon, Jonathan Berant9 citations
  99. Self-Distillation with Meta Learning for Knowledge Graph Completion ↗Yunshui Li, Junhao Liu, Min Yang et al.9 citations
  100. Self-Training with Differentiable Teacher ↗Simiao Zuo, Yue Yu, Chen Liang et al.9 citations

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