---
title: "ACL 2023 — all accepted papers with summaries and citations"
description: "All 1,249 papers of ACL 2023 · page 1 of 13, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acl/2023/papers/"
---
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# ACL 2023: all accepted papers

1,249 papers · page 1 of 13 · the most cited first · [← ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acl/2023/papers/page/2/) … [10](https://md.research.elamur.ai/free/en/venues/acl/2023/papers/page/10/) … [13](https://md.research.elamur.ai/free/en/venues/acl/2023/papers/page/13/) [next →](https://md.research.elamur.ai/free/en/venues/acl/2023/papers/page/2/)

1. **[Self-Instruct: Aligning Language Models with Self-Generated Instructions ↗](https://aclanthology.org/2023.acl-long.754/)**Yizhong Wang, Yeganeh Kordi, Swaroop Mishra et al. · Long Papers*679 citations*
2. **[Crosslingual Generalization through Multitask Finetuning ↗](https://aclanthology.org/2023.acl-long.891/)**Niklas Muennighoff, Thomas Wang, Lintang Sutawika et al. · Long Papers*349 citations*
3. **[Precise Zero-Shot Dense Retrieval without Relevance Labels](https://md.research.elamur.ai/free/en/papers/gao-2022-precise-zero-shot-dense-retrieval/)**Luyu Gao, Xueguang Ma, Jimmy Lin et al. · Long Papers*342 citations · our summary*
4. **[Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models ↗](https://aclanthology.org/2023.acl-long.147/)**Lei Wang, Wanyu Xu, Yihuai Lan et al. · Long Papers*332 citations*
5. **[Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions](https://md.research.elamur.ai/free/en/papers/trivedi-2022-interleaving-retrieval-chain-thought-reasoning/)**Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot et al. · Long Papers*323 citations · our summary*
6. **[Can Large Language Models Be an Alternative to Human Evaluations? ↗](https://aclanthology.org/2023.acl-long.870/)**Cheng-Han Chiang, Hung-yi Lee · Long Papers*317 citations*
7. **[When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ↗](https://aclanthology.org/2023.acl-long.546/)**Alex Mallen, Akari Asai, Victor Zhong et al. · Long Papers*314 citations*
8. **[Revisiting Relation Extraction in the era of Large Language Models ↗](https://aclanthology.org/2023.acl-long.868/)**Somin Wadhwa, Silvio Amir, Byron Wallace · Long Papers*192 citations*
9. **[ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis ↗](https://aclanthology.org/2023.acl-long.421/)**Jiuding Yang, Yakun Yu, Di Niu et al. · Long Papers*173 citations*
10. **[DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models ↗](https://aclanthology.org/2023.acl-long.51/)**Zijie J. Wang, Evan Montoya, David Munechika et al. · Long Papers*171 citations*
11. **[MathPrompter: Mathematical Reasoning using Large Language Models](https://md.research.elamur.ai/free/en/papers/imani-2023-mathprompter-mathematical-reasoning-large-language/)**Shima Imani, Liang Du, Harsh Shrivastava · Industry Track*151 citations · our summary*
12. **[Is GPT-3 a Good Data Annotator? ↗](https://aclanthology.org/2023.acl-long.626/)**Bosheng Ding, Chengwei Qin, Linlin Liu et al. · Long Papers*149 citations*
13. **[From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models](https://md.research.elamur.ai/free/en/papers/feng-2023-pretraining-data-language-models-downstream/)**Shangbin Feng, Chan Young Park, Yuhan Liu et al. · Long Papers · 🏆 Best Paper Award*143 citations · our summary*
14. **[LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion](https://md.research.elamur.ai/free/en/papers/jiang-2023-llm-blender-ensembling-large-language/)**Dongfu Jiang, Xiang Ren, Bill Yuchen Lin · Long Papers*136 citations · our summary*
15. **[RARR: Researching and Revising What Language Models Say, Using Language Models](https://md.research.elamur.ai/free/en/papers/gao-2023-rarr-researching-revising-what-language/)**Luyu Gao, Zhuyun Dai, Panupong Pasupat et al. · Long Papers*134 citations · our summary*
16. **[Reasoning with Language Model Prompting: A Survey ↗](https://aclanthology.org/2023.acl-long.294/)**Shuofei Qiao, Yixin Ou, Ningyu Zhang et al. · Long Papers*134 citations*
17. **[Large Language Models Are Reasoning Teachers](https://md.research.elamur.ai/free/en/papers/ho-2023-large-language-models-are-reasoning/)**Namgyu Ho, Laura Schmid, Se-Young Yun · Long Papers*127 citations · our summary*
18. **[Teaching Small Language Models to Reason](https://md.research.elamur.ai/free/en/papers/magister-2023-teaching-small-language-models-reason/)**Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek et al. · Short Papers*120 citations · our summary*
19. **[What the DAAM: Interpreting Stable Diffusion Using Cross Attention ↗](https://aclanthology.org/2023.acl-long.310/)**Raphael Tang, Linqing Liu, Akshat Pandey et al. · Long Papers · 🏆 Best Paper Award*118 citations*
20. **[Evaluating Open-Domain Question Answering in the Era of Large Language Models](https://md.research.elamur.ai/free/en/papers/kamalloo-2023-evaluating-open-domain-question-answering/)**Ehsan Kamalloo, Nouha Dziri, Charles Clarke et al. · Long Papers*116 citations · our summary*
21. **[Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models](https://md.research.elamur.ai/free/en/papers/cheng-2023-marked-personas-natural-language-prompts/)**Myra Cheng, Esin Durmus, Dan Jurafsky · Long Papers · 🏆 Social Impact Award*115 citations · our summary*
22. **[Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters](https://md.research.elamur.ai/free/en/papers/wang-2023-understanding-chain-thought-prompting-empirical/)**Boshi Wang, Sewon Min, Xiang Deng et al. · Long Papers*115 citations · our summary*
23. **[Large Language Models Meet NL2Code: A Survey ↗](https://aclanthology.org/2023.acl-long.411/)**Daoguang Zan, Bei Chen, Fengji Zhang et al. · Long Papers*114 citations*
24. **[LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models ↗](https://aclanthology.org/2023.acl-demo.11/)**Victor Dibia · System Demonstrations*113 citations*
25. **[Reasoning Implicit Sentiment with Chain-of-Thought Prompting ↗](https://aclanthology.org/2023.acl-short.101/)**Hao Fei, Bobo Li, Qian Liu et al. · Short Papers*111 citations*
26. **[Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor](https://md.research.elamur.ai/free/en/papers/honovich-2023-unnatural-instructions-tuning-language-models/)**Or Honovich, Thomas Scialom, Omer Levy et al. · Long Papers*106 citations · our summary*
27. **[Contrastive Decoding: Open-ended Text Generation as Optimization ↗](https://aclanthology.org/2023.acl-long.687/)**Xiang Lisa Li, Ari Holtzman, Daniel Fried et al. · Long Papers*103 citations*
28. **[MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations ↗](https://aclanthology.org/2023.acl-long.824/)**Tao Shi, Shao-Lun Huang · Long Papers*99 citations*
29. **[Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ↗](https://aclanthology.org/2023.acl-short.107/)**Zhen-Ru Zhang, Chuanqi Tan, Haiyang Xu et al. · Short Papers*94 citations*
30. **[MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ↗](https://aclanthology.org/2023.acl-long.235/)**Jack FitzGerald, Christopher Hench, Charith Peris et al. · Long Papers*93 citations*
31. **[DiffusionNER: Boundary Diffusion for Named Entity Recognition ↗](https://aclanthology.org/2023.acl-long.215/)**Yongliang Shen, Kaitao Song, Xu Tan et al. · Long Papers*87 citations*
32. **[DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models](https://md.research.elamur.ai/free/en/papers/he-2023-diffusionbert-improving-generative-masked-language/)**Zhengfu He, Tianxiang Sun, Qiong Tang et al. · Long Papers*85 citations · our summary*
33. **[Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations ↗](https://aclanthology.org/2023.acl-long.606/)**Dou Hu, Yinan Bao, Lingwei Wei et al. · Long Papers*84 citations*
34. **[Knowledge Unlearning for Mitigating Privacy Risks in Language Models ↗](https://aclanthology.org/2023.acl-long.805/)**Joel Jang, Dongkeun Yoon, Sohee Yang et al. · Long Papers*80 citations*
35. **[Prompting PaLM for Translation: Assessing Strategies and Performance ↗](https://aclanthology.org/2023.acl-long.859/)**David Vilar, Markus Freitag, Colin Cherry et al. · Long Papers*78 citations*
36. **[Retrieval-based Language Models and Applications](https://md.research.elamur.ai/free/en/papers/asai-2023-retrieval-based-language-models-applications/)**Akari Asai, Sewon Min, Zexuan Zhong et al. · Tutorial Abstracts*78 citations · our summary*
37. **[AlignScore: Evaluating Factual Consistency with A Unified Alignment Function](https://md.research.elamur.ai/free/en/papers/zha-2023-alignscore-evaluating-factual-consistency-unified/)**Yuheng Zha, Yichi Yang, Ruichen Li et al. · Long Papers*76 citations · our summary*
38. **[Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling ↗](https://aclanthology.org/2023.acl-long.823/)**Shengqiong Wu, Hao Fei, Yixin Cao et al. · Long Papers*76 citations*
39. **[Revealing Single Frame Bias for Video-and-Language Learning ↗](https://aclanthology.org/2023.acl-long.29/)**Jie Lei, Tamara Berg, Mohit Bansal · Long Papers*73 citations*
40. **[Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ↗](https://aclanthology.org/2023.acl-long.79/)**Zhiyong Wu, Yaoxiang Wang, Jiacheng Ye et al. · Long Papers*72 citations*
41. **[On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning](https://md.research.elamur.ai/free/en/papers/shaikh-2023-second-thought-let-s-not/)**Omar Shaikh, Hongxin Zhang, William Held et al. · Long Papers*71 citations · our summary*
42. **[Few-shot In-context Learning on Knowledge Base Question Answering ↗](https://aclanthology.org/2023.acl-long.385/)**Tianle Li, Xueguang Ma, Alex Zhuang et al. · Long Papers*69 citations*
43. **[Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions](https://md.research.elamur.ai/free/en/papers/chung-2023-increasing-diversity-while-maintaining-accuracy/)**John Chung, Ece Kamar, Saleema Amershi · Long Papers*67 citations · our summary*
44. **[An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition ↗](https://aclanthology.org/2023.acl-short.123/)**Hang Yan, Yu Sun, Xiaonan Li et al. · Short Papers*66 citations*
45. **[DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations ↗](https://aclanthology.org/2023.acl-long.408/)**Duzhen Zhang, Feilong Chen, Xiuyi Chen · Long Papers*65 citations*
46. **[Making Language Models Better Reasoners with Step-Aware Verifier](https://md.research.elamur.ai/free/en/papers/li-2023-making-language-models-better-reasoners/)**Yifei Li, Zeqi Lin, Shizhuo Zhang et al. · Long Papers*65 citations · our summary*
47. **[Instruction Induction: From Few Examples to Natural Language Task Descriptions ↗](https://aclanthology.org/2023.acl-long.108/)**Or Honovich, Uri Shaham, Samuel R. Bowman et al. · Long Papers*63 citations*
48. **[Code4Struct: Code Generation for Few-Shot Event Structure Prediction](https://md.research.elamur.ai/free/en/papers/wang-2023-code4struct-code-generation-few-shot/)**Xingyao Wang, Sha Li, Heng Ji · Long Papers*62 citations · our summary*
49. **[Diverse Demonstrations Improve In-context Compositional Generalization](https://md.research.elamur.ai/free/en/papers/levy-2023-diverse-demonstrations-improve-context-compositional/)**Itay Levy, Ben Bogin, Jonathan Berant · Long Papers*61 citations · our summary*
50. **[MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction ↗](https://aclanthology.org/2023.acl-long.240/)**Zhibin Gou, Qingyan Guo, Yujiu Yang · Long Papers*59 citations*
51. **[A Cross-Modality Context Fusion and Semantic Refinement Network for Emotion Recognition in Conversation ↗](https://aclanthology.org/2023.acl-long.732/)**Xiaoheng Zhang, Yang Li · Long Papers*58 citations*
52. **[A Survey of Deep Learning for Mathematical Reasoning ↗](https://aclanthology.org/2023.acl-long.817/)**Pan Lu, Liang Qiu, Wenhao Yu et al. · Long Papers*58 citations*
53. **[Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination ↗](https://aclanthology.org/2023.acl-long.329/)**Hao Fei, Qian Liu, Meishan Zhang et al. · Long Papers*58 citations*
54. **[LAVIS: A One-stop Library for Language-Vision Intelligence ↗](https://aclanthology.org/2023.acl-demo.3/)**Dongxu Li, Junnan Li, Hung Le et al. · System Demonstrations*57 citations*
55. **[WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models ↗](https://aclanthology.org/2023.acl-long.507/)**Virginia Felkner, Ho-Chun Herbert Chang, Eugene Jang et al. · Long Papers*57 citations*
56. **[A fine-grained comparison of pragmatic language understanding in humans and language models](https://md.research.elamur.ai/free/en/papers/hu-2023-fine-grained-comparison-pragmatic-language/)**Jennifer Hu, Sammy Floyd, Olessia Jouravlev et al. · Long Papers*56 citations · our summary*
57. **[Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment ↗](https://aclanthology.org/2023.acl-long.146/)**Shengqiong Wu, Hao Fei, Wei Ji et al. · Long Papers*56 citations*
58. **[Fact-Checking Complex Claims with Program-Guided Reasoning](https://md.research.elamur.ai/free/en/papers/pan-2023-fact-checking-complex-claims-program/)**Liangming Pan, Xiaobao Wu, Xinyuan Lu et al. · Long Papers*56 citations · our summary*
59. **[Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework](https://md.research.elamur.ai/free/en/papers/zhao-2023-verify-edit-knowledge-enhanced-chain/)**Ruochen Zhao, Xingxuan Li, Shafiq Joty et al. · Long Papers*56 citations · our summary*
60. **[DarkBERT: A Language Model for the Dark Side of the Internet ↗](https://aclanthology.org/2023.acl-long.415/)**Youngjin Jin, Eugene Jang, Jian Cui et al. · Long Papers*55 citations*
61. **[Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation ↗](https://aclanthology.org/2023.acl-long.228/)**Yixin Liu, Alex Fabbri, Pengfei Liu et al. · Long Papers*55 citations*
62. **[Self-Edit: Fault-Aware Code Editor for Code Generation ↗](https://aclanthology.org/2023.acl-long.45/)**Kechi Zhang, Zhuo Li, Jia Li et al. · Long Papers*55 citations*
63. **[TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning ↗](https://aclanthology.org/2023.acl-long.71/)**Qika Lin, Jun Liu, Rui Mao et al. · Long Papers*55 citations*
64. **[Tackling Modality Heterogeneity with Multi-View Calibration Network for Multimodal Sentiment Detection ↗](https://aclanthology.org/2023.acl-long.287/)**Yiwei Wei, Shaozu Yuan, Ruosong Yang et al. · Long Papers*55 citations*
65. **[CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors](https://md.research.elamur.ai/free/en/papers/li-2023-codeie-large-code-generation-models/)**Peng Li, Tianxiang Sun, Qiong Tang et al. · Long Papers*54 citations · our summary*
66. **[Federated Learning of Gboard Language Models with Differential Privacy ↗](https://aclanthology.org/2023.acl-industry.60/)**Zheng Xu, Yanxiang Zhang, Galen Andrew et al. · Industry Track*54 citations*
67. **[PromptNER: Prompt Locating and Typing for Named Entity Recognition ↗](https://aclanthology.org/2023.acl-long.698/)**Yongliang Shen, Zeqi Tan, Shuhui Wu et al. · Long Papers*54 citations*
68. **[VisText: A Benchmark for Semantically Rich Chart Captioning ↗](https://aclanthology.org/2023.acl-long.401/)**Benny Tang, Angie Boggust, Arvind Satyanarayan · Long Papers · 🏆 Outstanding Paper Award*54 citations*
69. **[Dynamic Routing Transformer Network for Multimodal Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/tian-2023-dynamic-routing-transformer-network-multimodal/)**Yuan Tian, Nan Xu, Ruike Zhang et al. · Long Papers*53 citations · our summary*
70. **[Knowledge of cultural moral norms in large language models](https://md.research.elamur.ai/free/en/papers/ramezani-2023-knowledge-cultural-moral-norms-large/)**Aida Ramezani, Yang Xu · Long Papers*53 citations · our summary*
71. **[Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection ↗](https://aclanthology.org/2023.acl-long.37/)**Ziwei Chen, Linmei Hu, Weixin Li et al. · Long Papers*52 citations*
72. **[A Length-Extrapolatable Transformer](https://md.research.elamur.ai/free/en/papers/sun-2023-length-extrapolatable-transformer/)**Yutao Sun, Li Dong, Barun Patra et al. · Long Papers*50 citations · our summary*
73. **[NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ↗](https://aclanthology.org/2023.acl-long.73/)**Shengming Yin, Chenfei Wu, Huan Yang et al. · Long Papers*50 citations*
74. **[A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations ↗](https://aclanthology.org/2023.acl-long.861/)**Wenjie Zheng, Jianfei Yu, Rui Xia et al. · Long Papers*49 citations*
75. **[Analyzing Transformers in Embedding Space](https://md.research.elamur.ai/free/en/papers/dar-2023-analyzing-transformers-embedding-space/)**Guy Dar, Mor Geva, Ankit Gupta et al. · Long Papers*49 citations · our summary*
76. **[FactKG: Fact Verification via Reasoning on Knowledge Graphs ↗](https://aclanthology.org/2023.acl-long.895/)**Jiho Kim, Sungjin Park, Yeonsu Kwon et al. · Long Papers*48 citations*
77. **[MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering ↗](https://aclanthology.org/2023.acl-long.714/)**Fangyu Liu, Francesco Piccinno, Syrine Krichene et al. · Long Papers*48 citations*
78. **[Multi-granularity Temporal Question Answering over Knowledge Graphs ↗](https://aclanthology.org/2023.acl-long.637/)**Ziyang Chen, Jinzhi Liao, Xiang Zhao · Long Papers*48 citations*
79. **[Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages](https://md.research.elamur.ai/free/en/papers/doddapaneni-2023-leaving-no-indic-language-behind/)**Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh et al. · Long Papers*48 citations · our summary*
80. **[Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction ↗](https://aclanthology.org/2023.acl-long.555/)**Ashish Sharma, Kevin Rushton, Inna Lin et al. · Long Papers · 🏆 Outstanding Paper Award*47 citations*
81. **[Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors](https://md.research.elamur.ai/free/en/papers/tang-2023-understanding-factual-errors-summarization-errors/)**Liyan Tang, Tanya Goyal, Alex Fabbri et al. · Long Papers*47 citations · our summary*
82. **[ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning ↗](https://aclanthology.org/2023.acl-long.451/)**Wenjun Hou, Kaishuai Xu, Yi Cheng et al. · Long Papers*46 citations*
83. **[Unified Demonstration Retriever for In-Context Learning](https://md.research.elamur.ai/free/en/papers/li-2023-unified-demonstration-retriever-context-learning/)**Xiaonan Li, Kai Lv, Hang Yan et al. · Long Papers*46 citations · our summary*
84. **[Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments ↗](https://aclanthology.org/2023.acl-long.270/)**Yu Gu, Xiang Deng, Yu Su · Long Papers · 🏆 Outstanding Paper Award*45 citations*
85. **[Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method ↗](https://aclanthology.org/2023.acl-long.482/)**Yiming Wang, Zhuosheng Zhang, Rui Wang · Long Papers*45 citations*
86. **[Parallel Context Windows for Large Language Models](https://md.research.elamur.ai/free/en/papers/ratner-2023-parallel-context-windows-large-language/)**Nir Ratner, Yoav Levine, Yonatan Belinkov et al. · Long Papers*45 citations · our summary*
87. **[Sequence Parallelism: Long Sequence Training from System Perspective](https://md.research.elamur.ai/free/en/papers/li-2023-sequence-parallelism-long-sequence-training/)**Shenggui Li, Fuzhao Xue, Chaitanya Baranwal et al. · Long Papers*45 citations · our summary*
88. **[Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark ↗](https://aclanthology.org/2023.acl-long.423/)**Wenjun Peng, Jingwei Yi, Fangzhao Wu et al. · Long Papers · 🏆 Area Chair Award (NLP Applications)*44 citations*
89. **[Petals: Collaborative Inference and Fine-tuning of Large Models ↗](https://aclanthology.org/2023.acl-demo.54/)**Alexander Borzunov, Dmitry Baranchuk, Tim Dettmers et al. · System Demonstrations*44 citations*
90. **[SCOTT: Self-Consistent Chain-of-Thought Distillation](https://md.research.elamur.ai/free/en/papers/wang-2023-scott-self-consistent-chain-thought/)**Peifeng Wang, Zhengyang Wang, Zheng Li et al. · Long Papers · 🏆 Outstanding Paper Award*44 citations · our summary*
91. **[Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ↗](https://aclanthology.org/2023.acl-short.119/)**Chantal Shaib, Millicent Li, Sebastian Joseph et al. · Short Papers*44 citations*
92. **[Generating Visual Spatial Description via Holistic 3D Scene Understanding ↗](https://aclanthology.org/2023.acl-long.442/)**Yu Zhao, Hao Fei, Wei Ji et al. · Long Papers*43 citations*
93. **[Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ↗](https://aclanthology.org/2023.acl-long.815/)**Kung-Hsiang Huang, Kathleen McKeown, Preslav Nakov et al. · Long Papers*42 citations*
94. **[Moral Mimicry: Large Language Models Produce Moral Rationalizations Tailored to Political Identity ↗](https://aclanthology.org/2023.acl-srw.40/)**Gabriel Simmons · Student Research Workshop*42 citations*
95. **[MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ↗](https://aclanthology.org/2023.acl-long.641/)**Zhiyang Xu, Ying Shen, Lifu Huang · Long Papers · 🏆 Outstanding Paper Award*42 citations*
96. **[SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval](https://md.research.elamur.ai/free/en/papers/wang-2023-simlm-pre-training-representation-bottleneck/)**Liang Wang, Nan Yang, Xiaolong Huang et al. · Long Papers*42 citations · our summary*
97. **[Gloss-Free End-to-End Sign Language Translation ↗](https://aclanthology.org/2023.acl-long.722/)**Kezhou Lin, Xiaohan Wang, Linchao Zhu et al. · Long Papers*41 citations*
98. **[Grounded Multimodal Named Entity Recognition on Social Media ↗](https://aclanthology.org/2023.acl-long.508/)**Jianfei Yu, Ziyan Li, Jieming Wang et al. · Long Papers*41 citations*
99. **[ConvGQR: Generative Query Reformulation for Conversational Search ↗](https://aclanthology.org/2023.acl-long.274/)**Fengran Mo, Kelong Mao, Yutao Zhu et al. · Long Papers*40 citations*
100. **[Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations ↗](https://aclanthology.org/2023.acl-long.225/)**Yang Deng, Wenxuan Zhang, Yifei Yuan et al. · Long Papers*40 citations*

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