Automatic Chain of Thought Prompting in Large Language Models

International Conference on Learning Representations (ICLR), 2022

7 October 2022

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Papers citing "Automatic Chain of Thought Prompting in Large Language Models"

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An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems Hashmath Shaik Alex Doboli OffRL ELM 945 2 0 31 Dec 2024
In-Context Learning with Iterative Demonstration SelectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Chengwei Qin Aston Zhang Chong Chen Anirudh Dagar Wenming Ye LRM 390 73 0 31 Dec 2024
Toward Adaptive Reasoning in Large Language Models with Thought RollbackInternational Conference on Machine Learning (ICML), 2024 Sijia Chen Baochun Li KELM LRM 256 11 0 27 Dec 2024
The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting Shuzhang Cai Twumasi Mensah-Boateng Xander Kuksov Jing Yuan Shaojie Tang 134 0 0 23 Dec 2024
System-2 Mathematical Reasoning via Enriched Instruction Tuning Huanqia Cai Yijun Yang Zhifeng Li LRM 239 4 0 22 Dec 2024
Cognition Chain for Explainable Psychological Stress Detection on Social Media Xin Wang Boyan Gao Yi Dai Lei Cao Liang Zhao Yue Yang David A. Clifton 224 2 0 18 Dec 2024
Refining Answer Distributions for Improved Large Language Model Reasoning Soumyasundar Pal Didier Chetelat Yingxue Zhang Mark Coates ReLM LRM 243 0 0 17 Dec 2024
Towards Action Hijacking of Large Language Model-based Agent Yuyang Zhang Kangjie Chen Xudong Jiang Yuxiang Sun Run Wang Lina Wang Minlie Huang LLMAG AAML 462 3 0 14 Dec 2024
Multi-Task Learning with LLMs for Implicit Sentiment Analysis: Data-level and Task-level Automatic Weight Learning Wenna Lai H. Xie Guandong Xu Qing Li 136 4 0 12 Dec 2024
AutoReason: Automatic Few-Shot Reasoning Decomposition Arda Sevinc A. Gumus ReLM LRM 182 2 0 09 Dec 2024
Neuro-Symbolic Data Generation for Math ReasoningNeural Information Processing Systems (NeurIPS), 2024 Zenan Li Zhi Zhou Xingtai Lv Yu-Feng Li Chun Cao Fan Yang Xian Zhang Xiaoxing Ma OffRL LRM 242 23 0 06 Dec 2024
Smoothie: Label Free Language Model RoutingNeural Information Processing Systems (NeurIPS), 2024 Neel Guha Mayee F. Chen Trevor Chow Ishan S. Khare Christopher Ré 231 19 0 06 Dec 2024
Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations Summra Saleem Muhammad Nabeel Asim L. V. Elst Andreas Dengel 219 0 0 01 Dec 2024
GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance GroundingComputer Vision and Pattern Recognition (CVPR), 2024 Yawen Shao Wei-dong Zhai Yuhang Yang Hongchen Luo Yang Cao Zheng-jun Zha 464 10 0 29 Nov 2024
Autonomous Imagination: Closed-Loop Decomposition of Visual-to-Textual Conversion in Visual Reasoning for Multimodal Large Language Models Qingbin Liu Yumeng Li Boyuan Xiao Yichang Jian Ziang Qin Tianjia Shao Yao-Xiang Ding Kun Zhou LRM MLLM 439 4 0 27 Nov 2024
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal ReasoningComputer Vision and Pattern Recognition (CVPR), 2024 Di Zhang Jingdi Lei Junxian Li Xunzhi Wang Yong Liu ... Steve Yang Jianbo Wu Peng Ye Wanli Ouyang Dongzhan Zhou OffRL LRM 515 26 0 27 Nov 2024
Seeing the Undefined: Chain-of-Action for Generative Semantic Labels Meng Wei Zhongnian Li Peng Ying Xinzheng Xu VLM 285 0 0 26 Nov 2024
HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility EvaluatorComputer Vision and Pattern Recognition (CVPR), 2024 Fan Yang Ru Zhen Jinqiao Wang Yanhao Zhang Haoxiang Chen Haonan Lu Sicheng Zhao Guiguang Ding 400 7 0 26 Nov 2024
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud ProcessingComputer Vision and Pattern Recognition (CVPR), 2024 Feifei Shao Ping Liu Zhao Wang Yawei Luo Hongwei Wang Jun Xiao 3DPC 284 1 0 25 Nov 2024
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration Haozhan Shen Kangjia Zhao Tiancheng Zhao Ruochen Xu Zilun Zhang Mingwei Zhu Yuxiang Cai 460 42 0 25 Nov 2024
Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination Haojie Zheng Tianyang Xu Hanchi Sun Shu Pu Ruoxi Chen Lichao Sun MLLM LRM 213 26 0 15 Nov 2024
Evaluating the Predictive Capacity of ChatGPT for Academic Peer Review Outcomes Across Multiple Platforms Mike Thelwall Abdullah Yaghi 59 14 0 14 Nov 2024
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding Deyi Ji Lanyun Zhu Siqi Gao Peng Xu Hongtao Lu Jieping Ye Feng Zhao PINN LMTD 210 16 0 13 Nov 2024
Semantic Enhancement for Object SLAM with Heterogeneous Multimodal Large Language Model Agents Jungseok Hong Ran Choi John Leonard VLM 378 1 0 11 Nov 2024
TI-PREGO: Chain of Thought and In-Context Learning for Online Mistake Detection in PRocedural EGOcentric Videos Leonardo Plini Luca Scofano Edoardo De Matteis Guido Maria DÁmely di Melendugno Alessandro Flaborea Andrea Sanchietti G. Farinella Fabio Galasso Antonino Furnari LRM EgoV 294 7 0 04 Nov 2024
RL-STaR: Theoretical Analysis of Reinforcement Learning Frameworks for Self-Taught Reasoner Fu-Chieh Chang Yu-Ting Lee Hui-Ying Shih Pei-Yuan Wu Pei-Yuan Wu OffRL LRM 924 1 0 31 Oct 2024
Exploring the Reliability of Foundation Model-Based Frontier Selection in Zero-Shot Object Goal NavigationInternational Conference on Pattern Recognition (ICPR), 2024 Shuaihang Yuan Halil Utku Unlu Niraj Pudasaini Congcong Wen Anthony Tzes Yi Fang 171 3 0 28 Oct 2024
Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse Ryan Liu Jiayi Geng Addison J. Wu Ilia Sucholutsky Tania Lombrozo Thomas Griffiths ReLM LRM 389 83 0 27 Oct 2024
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained ModelsIEEE Transactions on Medical Imaging (IEEE TMI), 2024 Yongjian Wu Yang Zhou Jiya Saiyin Bingzheng Wei M. Lai Jianzhong Shou Yan Xu VLM MedIm 202 3 0 22 Oct 2024
A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware DemonstrationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 Yingqian Cui Pengfei He Xianfeng Tang Qi He Chen Luo Shucheng Zhou Yue Xing LRM 153 12 0 21 Oct 2024
Retrieval-Enhanced Named Entity Recognition Enzo Shiraishi Raphael Y. de Camargo Henrique L. P. Silva Ronaldo C. Prati RALM 239 0 0 17 Oct 2024
BridG MT: Enhancing LLMs' Machine Translation Capabilities with Sentence Bridging and Gradual MTAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Seung-Woo Choi Ga-Hyun Yoo Jay-Yoon Lee 249 0 0 15 Oct 2024
Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought LeapsInternational Conference on Learning Representations (ICLR), 2024 Han Wang Yilin Zhao Dian Li Xiaohan Wang Gang Liu Xuguang Lan Jian Shu LRM 391 3 0 14 Oct 2024
Self-Data Distillation for Recovering Quality in Pruned Large Language Models Vithursan Thangarasa Ganesh Venkatesh Mike Lasby Nish Sinnadurai Sean Lie SyDa 470 4 0 13 Oct 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers Jin Cao Deyu Meng Xiangyong Cao CLL 197 2 0 11 Oct 2024
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-CorrectionInternational Conference on Learning Representations (ICLR), 2024 L. Yang Zhaochen Yu Tianze Zhang Minkai Xu Alfons Kemper Tengjiao Wang Shuicheng Yan ELM ReLM LRM 246 0 0 11 Oct 2024
Think Beyond Size: Dynamic Prompting for More Effective Reasoning Kamesh R ReLM LRM AI4CE 37 0 0 10 Oct 2024
Mars: Situated Inductive Reasoning in an Open-World EnvironmentNeural Information Processing Systems (NeurIPS), 2024 Xiaojuan Tang Jiaqi Li Yitao Liang Song-chun Zhu Muhan Zhang Zilong Zheng LM&Ro LRM LLMAG 264 8 0 10 Oct 2024
Exploring Prompt Engineering: A Systematic Review with SWOT Analysis Aditi Singh Abul Ehtesham Gaurav Kumar Gupta Nikhil Kumar Chatta Saket Kumar T. T. Khoei 198 6 0 09 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 563 1 0 09 Oct 2024
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample EfficiencyInternational Conference on Learning Representations (ICLR), 2024 Kaiyue Wen Huaqing Zhang Hongzhou Lin Jingzhao Zhang MoE LRM 470 13 0 07 Oct 2024
GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning Jiale Fu Yaqing Wang Simeng Han Jiaming Fan Chen Si 422 1 0 03 Oct 2024
Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization AnalysisInternational Conference on Learning Representations (ICLR), 2024 Hongkang Li Songtao Lu Pin-Yu Chen Xiaodong Cui Meng Wang LRM 359 11 0 03 Oct 2024
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks Dingzirui Wang Xuanliang Zhang Qiguang Chen Longxu Dou Xiao Xu ... Qingfu Zhu Wanxiang Che Binhua Li Fei Huang Yongbin Li 285 2 0 02 Oct 2024
Verbalized Graph Representation Learning: A Fully Interpretable Graph Model Based on Large Language Models Throughout the Entire Process Xingyu Ji Jiale Liu Lu Li Maojun Wang Zeyu Zhang 201 2 0 02 Oct 2024
Exploring Gen-AI applications in building research and industry: A reviewBuilding Simulation (BS), 2024 Hanlong Wan Jian Zhang Yan Chen Weili Xu Fan Feng AI4CE 272 8 0 01 Oct 2024
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection Matteo Zecchin Sangwoo Park Osvaldo Simeone LM&MA 628 7 0 24 Sep 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge InjectionEuropean Conference on Artificial Intelligence (ECAI), 2024 Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 379 3 0 24 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 273 90 0 23 Sep 2024
Parse Trees Guided LLM Prompt CompressionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Wenhao Mao Chengbin Hou Tianyu Zhang Xinyu Lin Ke Tang Hairong Lv 214 3 0 23 Sep 2024