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ACL 2023: all accepted papers

1,249 papers · page 2 of 13 · the most cited first · ← ACL 2023

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  1. Event Extraction as Question Generation and Answering ↗Di Lu, Shihao Ran, Joel Tetreault et al. · Short Papers39 citations
  2. ReCode: Robustness Evaluation of Code Generation Models ↗Shiqi Wang, Zheng Li, Haifeng Qian et al. · Long Papers39 citations
  3. Robust Multi-bit Natural Language Watermarking through Invariant Features ↗KiYoon Yoo, Wonhyuk Ahn, Jiho Jang et al. · Long Papers39 citations
  4. Learning Latent Relations for Temporal Knowledge Graph Reasoning ↗Mengqi Zhang, Yuwei Xia, Qiang Liu et al. · Long Papers38 citations
  5. Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-StepLiunian Harold Li, Jack Hessel, Youngjae Yu et al. · Long Papers38 citations · our summary
  6. Parameter-Efficient Fine-Tuning without Introducing New Latency ↗Baohao Liao, Yan Meng, Christof Monz · Long Papers36 citations
  7. PromptRank: Unsupervised Keyphrase Extraction Using Prompt ↗Aobo Kong, Shiwan Zhao, Hao Chen et al. · Long Papers36 citations
  8. TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline ↗Jiang Li, Xiangdong Su, Guanglai Gao · Long Papers36 citations
  9. Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis ↗Agam Shah, Suvan Paturi, Sudheer Chava · Long Papers36 citations
  10. BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency ↗Zhenyu Lei, Herun Wan, Wenqian Zhang et al. · Long Papers35 citations
  11. Facilitating Fine-grained Detection of Chinese Toxic Language: Hierarchical Taxonomy, Resources, and Benchmarks ↗Junyu Lu, Bo Xu, Xiaokun Zhang et al. · Long Papers35 citations
  12. Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation ↗Martijn Bartelds, Nay San, Bradley McDonnell et al. · Long Papers35 citations
  13. Multiview Identifiers Enhanced Generative Retrieval ↗Yongqi Li, Nan Yang, Liang Wang et al. · Long Papers35 citations
  14. Retrieve-and-Sample: Document-level Event Argument Extraction via Hybrid Retrieval Augmentation ↗Yubing Ren, Yanan Cao, Ping Guo et al. · Long Papers35 citations
  15. Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe ↗Xiang Yue, Huseyin Inan, Xuechen Li et al. · Long Papers35 citations
  16. Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption ContestJack Hessel, Ana Marasovic, Jena D. Hwang et al. · Long Papers · 🏆 Best Paper Award34 citations · our summary
  17. Inseq: An Interpretability Toolkit for Sequence Generation ModelsGabriele Sarti, Nils Feldhus, Ludwig Sickert et al. · System Demonstrations34 citations · our summary
  18. LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development ↗Ilias Chalkidis, Nicolas Garneau, Catalina Goanta et al. · Long Papers34 citations
  19. MetaPro Online: A Computational Metaphor Processing Online System ↗Rui Mao, Xiao Li, Kai He et al. · System Demonstrations34 citations
  20. UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units ↗Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov et al. · Long Papers33 citations
  21. A Critical Evaluation of Evaluations for Long-form Question AnsweringFangyuan Xu, Yixiao Song, Mohit Iyyer et al. · Long Papers32 citations · our summary
  22. CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation ↗Jinfeng Zhou, Chujie Zheng, Bo Wang et al. · Long Papers32 citations
  23. LAMBADA: Backward Chaining for Automated Reasoning in Natural LanguageMehran Kazemi, Najoung Kim, Deepti Bhatia et al. · Long Papers32 citations · our summary
  24. Learning In-context Learning for Named Entity Recognition ↗Jiawei Chen, Yaojie Lu, Hongyu Lin et al. · Long Papers32 citations
  25. MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling ↗Yu Song, Santiago Miret, Bang Liu · Long Papers32 citations
  26. MolXPT: Wrapping Molecules with Text for Generative Pre-training ↗Zequn Liu, Wei Zhang, Yingce Xia et al. · Short Papers32 citations
  27. Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View ↗Changmeng Zheng, Junhao Feng, Yi Cai et al. · Long Papers32 citations
  28. An AMR-based Link Prediction Approach for Document-level Event Argument Extraction ↗Yuqing Yang, Qipeng Guo, Xiangkun Hu et al. · Long Papers31 citations
  29. BITE: Textual Backdoor Attacks with Iterative Trigger Injection ↗Jun Yan, Vansh Gupta, Xiang Ren · Long Papers31 citations
  30. DISCO: Distilling Counterfactuals with Large Language Models ↗Zeming Chen, Qiyue Gao, Antoine Bosselut et al. · Long Papers31 citations
  31. Multi-target Backdoor Attacks for Code Pre-trained Models ↗Yanzhou Li, Shangqing Liu, Kangjie Chen et al. · Long Papers31 citations
  32. NLPositionality: Characterizing Design Biases of Datasets and ModelsSebastin Santy, Jenny Liang, Ronan Le Bras et al. · Long Papers · 🏆 Outstanding Paper Award31 citations · our summary
  33. PAED: Zero-Shot Persona Attribute Extraction in Dialogues ↗Luyao Zhu, Wei Li, Rui Mao et al. · Long Papers31 citations
  34. PuMer: Pruning and Merging Tokens for Efficient Vision Language Models ↗Qingqing Cao, Bhargavi Paranjape, Hannaneh Hajishirzi · Long Papers31 citations
  35. A Survey for Efficient Open Domain Question Answering ↗Qin Zhang, Shangsi Chen, Dongkuan Xu et al. · Long Papers30 citations
  36. Compounding Geometric Operations for Knowledge Graph Completion ↗Xiou Ge, Yun Cheng Wang, Bin Wang et al. · Long Papers30 citations
  37. Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even BetterDavid Dale, Elena Voita, Loic Barrault et al. · Long Papers30 citations · our summary
  38. Layer-wise Fusion with Modality Independence Modeling for Multi-modal Emotion Recognition ↗Jun Sun, Shoukang Han, Yu-Ping Ruan et al. · Long Papers30 citations
  39. Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification ↗Weiyi Yang, Richong Zhang, Junfan Chen et al. · Long Papers30 citations
  40. Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences? ↗Yuxin He, Jingyue Hu, Buzhou Tang · Long Papers30 citations
  41. Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models ↗Qingyu Tan, Hwee Tou Ng, Lidong Bing · Long Papers30 citations
  42. AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model ↗I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang et al. · Long Papers29 citations
  43. Accelerating Transformer Inference for Translation via Parallel Decoding ↗Andrea Santilli, Silvio Severino, Emilian Postolache et al. · Long Papers29 citations
  44. Character-Aware Models Improve Visual Text Rendering ↗Rosanne Liu, Dan Garrette, Chitwan Saharia et al. · Long Papers29 citations
  45. DOC: Improving Long Story Coherence With Detailed Outline ControlKevin Yang, Dan Klein, Nanyun Peng et al. · Long Papers29 citations · our summary
  46. RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ↗Jiduan Liu, Jiahao Liu, Qifan Wang et al. · Long Papers29 citations
  47. AMR-based Network for Aspect-based Sentiment Analysis ↗Fukun Ma, Xuming Hu, Aiwei Liu et al. · Long Papers28 citations
  48. Causal-Debias: Unifying Debiasing in Pretrained Language Models and Fine-tuning via Causal Invariant Learning ↗Fan Zhou, Yuzhou Mao, Liu Yu et al. · Long Papers28 citations
  49. Counterfactual Debiasing for Fact Verification ↗Weizhi Xu, Qiang Liu, Shu Wu et al. · Long Papers28 citations
  50. Mitigating Label Biases for In-context LearningYu Fei, Yifan Hou, Zeming Chen et al. · Long Papers28 citations · our summary
  51. Multilingual LLMs are Better Cross-lingual In-context Learners with AlignmentEshaan Tanwar, Subhabrata Dutta, Manish Borthakur et al. · Long Papers · 🏆 Outstanding Paper Award28 citations · our summary
  52. RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model OutputsAfra Feyza Akyurek, Ekin Akyurek, Ashwin Kalyan et al. · Long Papers28 citations · our summary
  53. SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control ↗Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov · Long Papers28 citations
  54. Tell2Design: A Dataset for Language-Guided Floor Plan Generation ↗Sicong Leng, Yang Zhou, Mohammed Haroon Dupty et al. · Long Papers · 🏆 Area Chair Award (Resources and Evaluation)28 citations
  55. Transforming Visual Scene Graphs to Image Captions ↗Xu Yang, Jiawei Peng, Zihua Wang et al. · Long Papers28 citations
  56. Limitations of Language Models in Arithmetic and Symbolic Induction ↗Jing Qian, Hong Wang, Zekun Li et al. · Long Papers27 citations
  57. Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages ↗Arnav Mhaske, Harshit Kedia, Sumanth Doddapaneni et al. · Long Papers27 citations
  58. Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation ↗Kexin Yang, Dayiheng Liu, Wenqiang Lei et al. · Long Papers27 citations
  59. WebCPM: Interactive Web Search for Chinese Long-form Question Answering ↗Yujia Qin, Zihan Cai, Dian Jin et al. · Long Papers27 citations
  60. Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ↗Pengcheng He, Baolin Peng, Song Wang et al. · Long Papers27 citations
  61. CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation ↗Yan Zhou, Qingkai Fang, Yang Feng · Long Papers26 citations
  62. Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge ↗Yasumasa Onoe, Michael Zhang, Shankar Padmanabhan et al. · Long Papers26 citations
  63. HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification ↗He Zhu, Chong Zhang, Junjie Huang et al. · Long Papers26 citations
  64. LENS: A Learnable Evaluation Metric for Text SimplificationMounica Maddela, Yao Dou, David Heineman et al. · Long Papers26 citations · our summary
  65. MeetingBank: A Benchmark Dataset for Meeting Summarization ↗Yebowen Hu, Timothy Ganter, Hanieh Deilamsalehy et al. · Long Papers26 citations
  66. MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning ↗Zhenrui Yue, Huimin Zeng, Yang Zhang et al. · Long Papers26 citations
  67. Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment ↗Tianshu Yu, Haoyu Gao, Ting-En Lin et al. · Long Papers26 citations
  68. ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer ↗Dongqi Liu, Vera Demberg · Student Research Workshop25 citations
  69. CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs ↗Abhik Bhattacharjee, Tahmid Hasan, Wasi Uddin Ahmad et al. · Long Papers25 citations
  70. DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question AnsweringElla Neeman, Roee Aharoni, Or Honovich et al. · Long Papers · 🏆 Area Chair Award (Question Answering)25 citations · our summary
  71. Exploring Zero and Few-shot Techniques for Intent Classification ↗Soham Parikh, Mitul Tiwari, Prashil Tumbade et al. · Industry Track25 citations
  72. Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach ↗Jinfeng Zhou, Zhuang Chen, Bo Wang et al. · Long Papers25 citations
  73. KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment ↗Lingzhi Wang, Tong Chen, Wei Yuan et al. · Long Papers25 citations
  74. LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding ↗Yi Tu, Ya Guo, Huan Chen et al. · Long Papers25 citations
  75. Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief TrackerMelanie Sclar, Sachin Kumar, Peter West et al. · Long Papers · 🏆 Outstanding Paper Award25 citations · our summary
  76. PMAES: Prompt-mapping Contrastive Learning for Cross-prompt Automated Essay Scoring ↗Yuan Chen, Xia Li · Long Papers25 citations
  77. Pre-trained Language Models Can be Fully Zero-Shot Learners ↗Xuandong Zhao, Siqi Ouyang, Zhiguo Yu et al. · Long Papers25 citations
  78. Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ↗Zhicheng Wang, Yufang Liu, Tao Ji et al. · Long Papers25 citations
  79. Span-level Aspect-based Sentiment Analysis via Table Filling ↗Mao Zhang, Yongxin Zhu, Zhen Liu et al. · Long Papers25 citations
  80. TREA: Tree-Structure Reasoning Schema for Conversational Recommendation ↗Wendi Li, Wei Wei, Xiaoye Qu et al. · Long Papers25 citations
  81. An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models ↗Zhongbin Xie, Thomas Lukasiewicz · Long Papers24 citations
  82. Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction ↗Di Luo, Weiheng Liao, Shuqi Li et al. · Long Papers24 citations
  83. DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media ↗Mario Ezra Aragón, A. Pastor López-Monroy, Luis C. González et al. · Long Papers24 citations
  84. Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback ↗Paul Roit, Johan Ferret, Lior Shani et al. · Long Papers24 citations
  85. Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions ↗Himanshu Thakur, Atishay Jain, Praneetha Vaddamanu et al. · Short Papers24 citations
  86. MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks ↗Letitia Parcalabescu, Anette Frank · Long Papers24 citations
  87. MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation ↗Jiazhan Feng, Qingfeng Sun, Can Xu et al. · Long Papers24 citations
  88. Rethinking Masked Language Modeling for Chinese Spelling Correction ↗Hongqiu Wu, Shaohua Zhang, Yuchen Zhang et al. · Long Papers24 citations
  89. Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge ↗Jiangjie Chen, Wei Shi, Ziquan Fu et al. · Long Papers24 citations
  90. Scaling in Cognitive Modelling: a Multilingual Approach to Human Reading Times ↗Andrea de Varda, Marco Marelli · Short Papers · 🏆 Outstanding Paper Award24 citations
  91. Towards Unifying Multi-Lingual and Cross-Lingual Summarization ↗Jiaan Wang, Fandong Meng, Duo Zheng et al. · Long Papers24 citations
  92. UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation ↗Zhiming Mao, Huimin Wang, Yiming Du et al. · Short Papers24 citations
  93. Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ↗Yue Deng, Wenxuan Zhang, Sinno Jialin Pan et al. · Long Papers23 citations
  94. Characterization of Stigmatizing Language in Medical Records ↗Keith Harrigian, Ayah Zirikly, Brant Chee et al. · Short Papers23 citations
  95. Considerations for meaningful sign language machine translation based on glosses ↗Mathias Müller, Zifan Jiang, Amit Moryossef et al. · Short Papers · 🏆 Outstanding Paper Award23 citations
  96. Credible without Credit: Domain Experts Assess Generative Language Models ↗Denis Peskoff, Brandon Stewart · Short Papers23 citations
  97. Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis ↗Jianfei Yu, Qiankun Zhao, Rui Xia · Long Papers23 citations
  98. DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains ↗Yanis Labrak, Adrien Bazoge, Richard Dufour et al. · Long Papers23 citations
  99. ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain ↗Mike Zhang, Rob van der Goot, Barbara Plank · Long Papers23 citations
  100. FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering ↗Lingxi Zhang, Jing Zhang, Yanling Wang et al. · Long Papers23 citations

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