📰 ACL 2023: all papers in our library

84 works · the most cited first · ← ACL 2023

1. Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Muhammad Maaz, Hanoona Rasheed, Salman Khan, et al.2023 · 635 citations
2. Large Language Models Are Reasoning TeachersAnnual Meeting of the Association for Computational Linguistics (ACL)Namgyu Ho, Laura Schmid, Se-Young Yun2023 · 368 citations
3. Unnatural Instructions: Tuning Language Models with (Almost) No Human LaborAnnual Meeting of the Association for Computational Linguistics (ACL)Or Honovich, Thomas Scialom, Omer Levy, et al.2023 · 358 citations
4. RARR: Researching and Revising What Language Models Say, Using Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Luyu Gao, Zhuyun Dai, Panupong Pasupat, et al.2023 · 351 citations
5. Teaching Small Language Models to ReasonAnnual Meeting of the Association for Computational Linguistics (ACL)Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, et al.2023 · 340 citations
6. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionAnnual Meeting of the Association for Computational Linguistics (ACL)Dongfu Jiang, Xiang Ren, Bill Yuchen Lin2023 · 314 citations
7. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Shangbin Feng, Chan Young Park, Yuhan Liu, et al.2023 · 306 citations
8. MathPrompter: Mathematical Reasoning using Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Shima Imani, Liang Du, Harsh Shrivastava2023 · 298 citations
9. AlignScore: Evaluating Factual Consistency with A Unified Alignment FunctionAnnual Meeting of the Association for Computational Linguistics (ACL)Yuheng Zha, Yichi Yang, Ruichen Li, et al.2023 · 280 citations
10. Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersAnnual Meeting of the Association for Computational Linguistics (ACL)Boshi Wang, Sewon Min, Xiang Deng, et al.2023 · 269 citations
11. Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Tarek Naous, Michael J. Ryan, Alan Ritter, et al.2023 · 268 citations
12. The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsAnnual Meeting of the Association for Computational Linguistics (ACL)Lucas Bandarkar, Davis Liang, Benjamin Muller, et al.2023 · 259 citations
13. Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Myra Cheng, Esin Durmus, Dan Jurafsky2023 · 236 citations
14. Evaluating Open-Domain Question Answering in the Era of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Ehsan Kamalloo, Nouha Dziri, Charles Clarke, et al.2023 · 233 citations
15. Making Language Models Better Reasoners with Step-Aware VerifierAnnual Meeting of the Association for Computational Linguistics (ACL)Yifei Li, Zeqi Lin, Shizhuo Zhang, et al.2023 · 216 citations
16. On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Omar Shaikh, Hongxin Zhang, William Held, et al.2023 · 180 citations
17. Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, et al.2023 · 174 citations
18. LooGLE: Can Long-Context Language Models Understand Long Contexts?Annual Meeting of the Association for Computational Linguistics (ACL)Jiaqi Li, Mengmeng Wang, Zilong Zheng, et al.2023 · 163 citations
19. Fact-Checking Complex Claims with Program-Guided ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Liangming Pan, Xiaobao Wu, Xinyuan Lu, et al.2023 · 146 citations
20. SCOTT: Self-Consistent Chain-of-Thought DistillationAnnual Meeting of the Association for Computational Linguistics (ACL)Peifeng Wang, Zhengyang Wang, Zheng Li, et al.2023 · 145 citations
21. Unified Demonstration Retriever for In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaonan Li, Kai Lv, Hang Yan, et al.2023 · 144 citations
22. Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Ruochen Zhao, Xingxuan Li, Shafiq Joty, et al.2023 · 144 citations
23. Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human InterventionsAnnual Meeting of the Association for Computational Linguistics (ACL)John Chung, Ece Kamar, Saleema Amershi2023 · 141 citations
24. Diverse Demonstrations Improve In-context Compositional GeneralizationAnnual Meeting of the Association for Computational Linguistics (ACL)Itay Levy, Ben Bogin, Jonathan Berant2023 · 139 citations
25. Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-StepAnnual Meeting of the Association for Computational Linguistics (ACL)Liunian Harold Li, Jack Hessel, Youngjae Yu, et al.2023 · 139 citations
26. Retrieval-based Language Models and ApplicationsAnnual Meeting of the Association for Computational Linguistics (ACL)Akari Asai, Sewon Min, Zexuan Zhong, et al.2023 · 137 citations
27. A fine-grained comparison of pragmatic language understanding in humans and language modelsJennifer Hu, Sammy Floyd, Olessia Jouravlev, et al.2023 · 136 citations
28. DiffusionBERT: Improving Generative Masked Language Models with Diffusion ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengfu He, Tianxiang Sun, Qiong Tang, et al.2023 · 134 citations
29. Analyzing Transformers in Embedding SpaceAnnual Meeting of the Association for Computational Linguistics (ACL)Guy Dar, Mor Geva, Ankit Gupta, et al.2023 · 129 citations
30. Sequence Parallelism: Long Sequence Training from System PerspectiveAnnual Meeting of the Association for Computational Linguistics (ACL)Shenggui Li, Fuzhao Xue, Chaitanya Baranwal, et al.2023 · 128 citations
31. Code4Struct: Code Generation for Few-Shot Event Structure PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Xingyao Wang, Sha Li, Heng Ji2023 · 128 citations
32. Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error DetectorsAnnual Meeting of the Association for Computational Linguistics (ACL)Liyan Tang, Tanya Goyal, Alex Fabbri, et al.2023 · 126 citations
33. Knowledge of cultural moral norms in large language modelsAnnual Meeting of the Association for Computational Linguistics (ACL)Aida Ramezani, Yang Xu2023 · 119 citations
34. A Length-Extrapolatable TransformerAnnual Meeting of the Association for Computational Linguistics (ACL)Yutao Sun, Li Dong, Barun Patra, et al.2023 · 117 citations
35. A Critical Evaluation of Evaluations for Long-form Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Fangyuan Xu, Yixiao Song, Mohit Iyyer, et al.2023 · 112 citations
36. CodeIE: Large Code Generation Models are Better Few-Shot Information ExtractorsAnnual Meeting of the Association for Computational Linguistics (ACL)Peng Li, Tianxiang Sun, Qiong Tang, et al.2023 · 109 citations
37. Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption ContestAnnual Meeting of the Association for Computational Linguistics (ACL)Jack Hessel, Ana Marasovic, Jena D. Hwang, et al.2023 · 107 citations
38. SimLM: Pre-training with Representation Bottleneck for Dense Passage RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL)Liang Wang, Nan Yang, Xiaolong Huang, et al.2023 · 106 citations
39. LENS: A Learnable Evaluation Metric for Text SimplificationAnnual Meeting of the Association for Computational Linguistics (ACL)Mounica Maddela, Yao Dou, David Heineman, et al.2023 · 103 citations
40. Parallel Context Windows for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Nir Ratner, Yoav Levine, Yonatan Belinkov, et al.2023 · 102 citations
41. BLOOM+1: Adding Language Support to BLOOM for Zero-Shot PromptingAnnual Meeting of the Association for Computational Linguistics (ACL)Zheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, et al.2023 · 101 citations
42. Inseq: An Interpretability Toolkit for Sequence Generation ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Gabriele Sarti, Nils Feldhus, Ludwig Sickert, et al.2023 · 96 citations
43. Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even BetterAnnual Meeting of the Association for Computational Linguistics (ACL)David Dale, Elena Voita, Loic Barrault, et al.2023 · 94 citations
44. Faithfulness Tests for Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Pepa Atanasova, Oana-Maria Camburu, Christina Lioma, et al.2023 · 92 citations
45. f-Divergence Minimization for Sequence-Level Knowledge DistillationAnnual Meeting of the Association for Computational Linguistics (ACL)Yuqiao Wen, Zichao Li, Wenyu Du, et al.2023 · 91 citations
46. LAMBADA: Backward Chaining for Automated Reasoning in Natural LanguageAnnual Meeting of the Association for Computational Linguistics (ACL)Mehran Kazemi, Najoung Kim, Deepti Bhatia, et al.2023 · 89 citations
47. NLPositionality: Characterizing Design Biases of Datasets and ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Sebastin Santy, Jenny Liang, Ronan Le Bras, et al.2023 · 88 citations
48. RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model OutputsAnnual Meeting of the Association for Computational Linguistics (ACL)Afra Feyza Akyurek, Ekin Akyurek, Ashwin Kalyan, et al.2023 · 87 citations
49. Solving Math Word Problems via Cooperative Reasoning induced Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Zhu, Junjie Wang, Lin Zhang, et al.2023 · 85 citations
50. DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Ella Neeman, Roee Aharoni, Or Honovich, et al.2023 · 84 citations
51. DOC: Improving Long Story Coherence With Detailed Outline ControlAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Yang, Dan Klein, Nanyun Peng, et al.2023 · 82 citations
52. Multilingual LLMs are Better Cross-lingual In-context Learners with AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL)Eshaan Tanwar, Subhabrata Dutta, Manish Borthakur, et al.2023 · 81 citations
53. Mitigating Label Biases for In-context LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Fei, Yifan Hou, Zeming Chen, et al.2023 · 79 citations
54. Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief TrackerAnnual Meeting of the Association for Computational Linguistics (ACL)Melanie Sclar, Sachin Kumar, Peter West, et al.2023 · 74 citations
55. Multi-VALUE: A Framework for Cross-Dialectal English NLPCaleb Ziems, William Held, Jingfeng Yang, et al.2023 · 73 citations
56. CREPE: Open-Domain Question Answering with False PresuppositionsXinyan Yu, Sewon Min, Luke Zettlemoyer, et al.2023 · 67 citations
57. Dynamic Routing Transformer Network for Multimodal Sarcasm DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Yuan Tian, Nan Xu, Ruike Zhang, et al.2023 · 66 citations
58. NormBank: A Knowledge Bank of Situational Social NormsAnnual Meeting of the Association for Computational Linguistics (ACL)Caleb Ziems, Jane Dwivedi-Yu, Yi-Chia Wang, et al.2023 · 66 citations
59. A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Alessandro Stolfo, Zhijing Jin, Kumar Shridhar, et al.2023 · 65 citations
60. An Open Dataset and Model for Language IdentificationAnnual Meeting of the Association for Computational Linguistics (ACL)Laurie Burchell, Alexandra Birch, Nikolay Bogoychev, et al.2023 · 59 citations
61. How poor is the stimulus? Evaluating hierarchical generalization in neural networks trained on child-directed speechAnnual Meeting of the Association for Computational Linguistics (ACL)Aditya Yedetore, Tal Linzen, Robert Frank, et al.2023 · 48 citations
62. EPIC: Multi-Perspective Annotation of a Corpus of IronyAnnual Meeting of the Association for Computational Linguistics (ACL)Simona Frenda, Alessandro Pedrani, Valerio Basile, et al.2023 · 41 citations
63. Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change AnalysisMario Giulianelli, Iris Luden, Raquel Fernandez, et al.2023 · 40 citations
64. PEIT: Bridging the Modality Gap with Pre-trained Models for End-to-End Image TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shaolin Zhu, Shangjie Li, Yikun Lei, et al.2023 · 32 citations
65. Understanding and Bridging the Modality Gap for Speech TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Qingkai Fang, Yang Feng2023 · 31 citations
66. Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Liu, Michael Strube2023 · 31 citations
67. C-STANCE: A Large Dataset for Chinese Zero-Shot Stance DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Chenye Zhao, Yingjie Li, Cornelia Caragea2023 · 30 citations
68. Multi-source Semantic Graph-based Multimodal Sarcasm Explanation GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Liqiang Jing, Xuemeng Song, Kun Ouyang, et al.2023 · 26 citations
69. Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Haoyang Wen, Alexander Hauptmann2023 · 26 citations
70. A New Direction in Stance Detection: Target-Stance Extraction in the WildAnnual Meeting of the Association for Computational Linguistics (ACL)Yingjie Li, Krishna Garg, Cornelia Caragea2023 · 25 citations
71. ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-TranslationKuan-Hao Huang, Varun Iyer, I-Hung Hsu, et al.2023 · 24 citations
72. UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human languageAnnual Meeting of the Association for Computational Linguistics (ACL)Nuwa Xi, Sendong Zhao, Haochun Wang, et al.2023 · 23 citations
73. Morphological Inflection: A Reality CheckJordan Kodner, Sarah Payne, Salam Khalifa, et al.2023 · 22 citations
74. Topic-Guided Sampling For Data-Efficient Multi-Domain Stance DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Erik Arakelyan, Arnav Arora, Isabelle Augenstein2023 · 19 citations
75. Connective Prediction for Implicit Discourse Relation Recognition via Knowledge DistillationAnnual Meeting of the Association for Computational Linguistics (ACL)Hongyi Wu, Hao Zhou, Man Lan, et al.2023 · 19 citations
76. Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Haodong Zhao, Ruifang He, Mengnan Xiao, et al.2023 · 19 citations
77. Guiding Computational Stance Detection with Expanded Stance Triangle FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, et al.2023 · 17 citations
78. Hexatagging: Projective Dependency Parsing as TaggingAfra Amini, Tianyu Liu, Ryan Cotterell2023 · 16 citations
79. Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and ReactionAnnual Meeting of the Association for Computational Linguistics (ACL)Changrong Min, Ximing Li, Liang Yang, et al.2023 · 16 citations
80. Dual Cache for Long Document Neural Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Qipeng Guo, Xiangkun Hu, Yue Zhang, et al.2023 · 12 citations
81. Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Nupoor Gandhi, Anjalie Field, Emma Strubell2023 · 10 citations
82. We Understand Elliptical Sentences, and Language Models should Too: A New Dataset for Studying Ellipsis and its Interaction with Thematic FitDavide Testa, Emmanuele Chersoni, Alessandro Lenci2023 · 8 citations
83. The Mechanical Bard: An Interpretable Machine Learning Approach to Shakespearean Sonnet GenerationEdwin Agnew, Michelle Qiu, Lily Zhu, et al.2023 · 2 citations
84. Conjunct Lengths in English, Dependency Length Minimization, and Dependency Structure of CoordinationAdam Przepiórkowski, Michał Woźniak2023 · 2 citations

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