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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Title
Cross Domain Evaluation of Multimodal Chain-of-Thought Reasoning of different datasets into the Amazon CoT Framework Nitya Tiwari Parv Maheshwari Vidisha Agarwal LRM 76 0 0 24 Nov 2025
VisReason: A Large-Scale Dataset for Visual Chain-of-Thought Reasoning Lingxiao Li Y. Wang Xinyan Gao Chen Tang Xiangyu Yue Chenyu You LRM 48 0 0 21 Nov 2025
Fairness in Multi-modal Medical Diagnosis with Demonstration Selection Dawei Li Zijian Gu Peng Wang Chuhan Song Zhen Tan Mohan Zhang Tianlong Chen Yu Tian Song Wang 94 1 0 20 Nov 2025
Building Egocentric Procedural AI Assistant: Methods, Benchmarks, and Challenges Junlong Li Huaiyuan Xu Sijie Cheng Kejun Wu Kim-Hui Yap Lap-Pui Chau Yi Wang EgoV 157 0 0 17 Nov 2025
Knots: A Large-Scale Multi-Agent Enhanced Expert-Annotated Dataset and LLM Prompt Optimization for NOTAM Semantic ParsingAdvanced Engineering Informatics (AEI), 2025 Maoqi Liu Quan Fang Yang Yang Can Zhao Kaiquan Cai 80 0 0 16 Nov 2025
Beyond Elicitation: Provision-based Prompt Optimization for Knowledge-Intensive Tasks Yunzhe Xu Zhuosheng Zhang Zhe Liu 113 0 0 13 Nov 2025
Benchmarking Multi-Step Legal Reasoning and Analyzing Chain-of-Thought Effects in Large Language Models Wenhan Yu Xinbo Lin Lanxin Ni Jinhua Cheng Lei Sha LRM AILaw ELM 554 0 0 11 Nov 2025
DRAGON: Guard LLM Unlearning in Context via Negative Detection and ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 Y. Wang Chris Yuhao Liu Quan Liu Jinglong Pang Wei Wei Yujia Bao Yang Liu MU 283 1 0 08 Nov 2025
When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought Yiyang Zhou Haoqin Tu Z. Wang Zeyu Wang Niklas Muennighoff ... Shen Yan Haoqi Fan Cihang Xie Huaxiu Yao Qinghao Ye LRM 194 1 0 04 Nov 2025
The Sequential Edge: Inverse-Entropy Voting Beats Parallel Self-Consistency at Matched Compute Aman Sharma Paras Chopra BDL LRM 173 0 0 04 Nov 2025
Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation Zhiwei Zhang Xiaomin Li Yudi Lin Hui Liu Ramraj Chandradevan ... Minhua Lin Fali Wang Xianfeng Tang Qi He Suhang Wang LLMAG LRM 215 0 0 04 Nov 2025
QiMeng-NeuComBack: Self-Evolving Translation from IR to Assembly Code Hainan Fang Yuanbo Wen Jun Bi Y. Wang Tonghui He ... Di Huang Jiaming Guo Rui Zhang Qi Guo Yihao Chen 96 0 0 03 Nov 2025
Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark Ziyu Guo Xinyan Chen Renrui Zhang Ruichuan An Yu Qi Dongzhi Jiang Xiangtai Li M. Zhang Jiaming Song Pheng-Ann Heng VGen LRM 120 8 0 30 Oct 2025
Deductive Chain-of-Thought Augmented Socially-aware Robot Navigation World Model Weizheng Wang Obi Ike Soyun Choi Sungeun Hong Byung-Cheol Min LM&Ro LRM 152 0 0 27 Oct 2025
Can Language Models Compose Skills In-Context? Zidong Liu Zhuoyan Xu Zhenmei Shi Yingyu Liang ReLM CoGe LRM 207 0 0 27 Oct 2025
EgoThinker: Unveiling Egocentric Reasoning with Spatio-Temporal CoT Baoqi Pei Yifei Huang Jilan Xu Yuping He Guo Chen Fei Wu Yu Qiao Jiangmiao Pang EgoV LRM 142 4 0 27 Oct 2025
How to Auto-optimize Prompts for Domain Tasks? Adaptive Prompting and Reasoning through Evolutionary Domain Knowledge Adaptation Yang Zhao Pu Wang Hao Frank Yang LRM 64 0 0 24 Oct 2025
Vision-Based Mistake Analysis in Procedural Activities: A Review of Advances and Challenges Konstantinos Bacharidis Antonis A. Argyros 88 0 0 22 Oct 2025
DelvePO: Direction-Guided Self-Evolving Framework for Flexible Prompt Optimization Tao Tao Guanghui Zhu Lang Guo Hongyi Chen Chunfeng Yuan Yihua Huang 84 0 0 21 Oct 2025
DAG-Math: Graph-Guided Mathematical Reasoning in LLMs Yuanhe Zhang Ilja Kuzborskij Jason D. Lee Chenlei Leng Fanghui Liu LRM 94 1 0 19 Oct 2025
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning Zhi Zhou Yuhao Tan Zenan Li Yuan Yao Lan-Zhe Guo Yu-Feng Li Xiaoxing Ma LRM 70 0 0 17 Oct 2025
Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction Xu Shen Qi Zhang Song Wang Zhen Tan Xinyu Zhao ... Vaishnav Tadiparthi Hossein Nourkhiz Mahjoub Ehsan Moradi-Pari Kwonjoon Lee Tianlong Chen 137 0 0 16 Oct 2025
Schema for In-Context Learning Pan Chen Shaohong Chen Mark Wang Shi Xuan Leong Priscilla Fung Varinia Bernales Alán Aspuru-Guzik ReLM 113 0 0 14 Oct 2025
LLM Reasoning for Machine Translation: Synthetic Data Generation over Thinking Tokens A. Zebaze Rachel Bawden Benoît Sagot LRM 84 1 0 13 Oct 2025
Verifying Chain-of-Thought Reasoning via Its Computational Graph Zheng Zhao Yeskendir Koishekenov Xianjun Yang Naila Murray Nicola Cancedda LRM 103 1 0 10 Oct 2025
Diagnosing Shoulder Disorders Using Multimodal Large Language Models and Consumer-Grade Cameras Jindong Hong Wencheng Zhang Shiqin Qiao Jianhai Chen Jianing Qiu ... Kai WU Meng Li Yijun He Lingjie Luo Jiankai Sun 77 1 0 10 Oct 2025
MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding Siddeshwar Raghavan Tanwi Mallick AI4CE 90 0 0 09 Oct 2025
The Safety Challenge of World Models for Embodied AI Agents: A Review Lorenzo Baraldi Zifan Zeng C. Zhang Aradhana Nayak Hongbo Zhu ... Peng Wang Shiming Liu Zheng Hu Angelo Cangelosi Lorenzo Baraldi 92 0 0 07 Oct 2025
MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information Jiaxi Li Yucheng Shi Jin Lu Ninghao Liu LRM 108 0 0 04 Oct 2025
Chain-of-Thought Reasoning in Streaming Full-Duplex End-to-End Spoken Dialogue Systems Siddhant Arora Jinchuan Tian Hayato Futami Jiatong Shi Yosuke Kashiwagi E. Tsunoo Shinji Watanabe LRM 74 1 0 02 Oct 2025
AIMCoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning Xiping Li Jianghong Ma LRM 65 0 0 30 Sep 2025
MedCritical: Enhancing Medical Reasoning in Small Language Models via Self-Collaborative Correction Xinchun Su Chunxu Luo Yixuan Li Weidong Yang Lipeng Ma LRM ELM 41 0 0 27 Sep 2025
Talking Trees: Reasoning-Assisted Induction of Decision Trees for Tabular Data George Yakushev Alina Shutova Ivan Rubachev Renat Sergazinov Artem Babenko LMTD 144 0 0 25 Sep 2025
ReviewScore: Misinformed Peer Review Detection with Large Language Models Hyun Ryu Doohyuk Jang Hyemin S. Lee Joonhyun Jeong Gyeongman Kim ... Kwanhyung Lee Chanjae Park Heecheol Yun Gregor Betz Eunho Yang 95 0 0 25 Sep 2025
Unveiling Chain of Step Reasoning for Vision-Language Models with Fine-grained Rewards Honghao Chen Xingzhou Lou Xiaokun Feng Kaiqi Huang Xinlong Wang OffRL LRM 133 1 0 23 Sep 2025
Solving Math Word Problems Using Estimation Verification and Equation Generation Mitchell Piehl Dillon Wilson Ananya Kalita Jugal Kalita 60 0 0 23 Sep 2025
Citrus-V: Advancing Medical Foundation Models with Unified Medical Image Grounding for Clinical Reasoning Guoxin Wang Jun Zhao Xinyi Liu Yanbo Liu Xuyang Cao ... Zhuoyun Liu Qintian Sun Fangru Zhou Haoqiang Xing Zhenhong Yang LRM 134 1 0 23 Sep 2025
OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System Sunhao Dai Jiakai Tang Jiahua Wu Kun Wang Yuxuan Zhu ... Anxiang Zeng Wenjie Wang Xu Chen Jun Xu See-Kiong Ng OffRL AI4TS LRM 116 3 0 22 Sep 2025
Mitigating Strategy-Selection Bias in Reasoning for More Effective Test-Time Scaling Zongqian Wu Baoduo Xu Tianyu Li Zhu Sun Xiaofeng Zhu Lei Feng LRM 102 2 0 22 Sep 2025
MCP: A Control-Theoretic Orchestration Framework for Synergistic Efficiency and Interpretability in Multimodal Large Language Models Luyan Zhang 52 0 0 20 Sep 2025
Reasoning with Preference Constraints: A Benchmark for Language Models in Many-to-One Matching Markets Marylou Fauchard Florian Carichon Margarida Carvalho G. Farnadi LRM 104 0 0 16 Sep 2025
Performative Thinking? The Brittle Correlation Between CoT Length and Problem Complexity Atharva Gundawar Karthik Valmeekam Kaya Stechly Subbarao Kambhampati LRM 68 0 0 09 Sep 2025
From Implicit Exploration to Structured Reasoning: Leveraging Guideline and Refinement for LLMs Jiaxiang Chen Zhuo Wang Mingxi Zou Zhucong Li Zhijian Zhou Song Wang Zenglin Xu LRM 80 0 0 08 Sep 2025
DreamPRM-1.5: Unlocking the Potential of Each Instance for Multimodal Process Reward Model Training Qi Cao P. Xie OffRL 102 0 0 05 Sep 2025
LLMs for LLMs: A Structured Prompting Methodology for Long Legal Documents Strahinja Klem Noura Al Moubayed AILaw 52 0 0 02 Sep 2025
Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic Mohammad Zbeeb Hasan Hammoud Bernard Ghanem LRM 152 0 0 01 Sep 2025
Cognitive Decision Routing in Large Language Models: When to Think Fast, When to Think Slow Y. Du C. Guo W. Wang G. Tang LRM 58 0 0 17 Aug 2025
Audio Flamingo Sound-CoT Technical Report: Improving Chain-of-Thought Reasoning in Sound Understanding Zhifeng Kong Arushi Goel J. F. Santos Sreyan Ghosh Rafael Valle Wei Ping Bryan Catanzaro ReLM AuLLM LRM 134 2 0 15 Aug 2025
Online Anti-sexist Speech: Identifying Resistance to Gender Bias in Political Discourse Aditi Dutta Susan Banducci 84 0 0 15 Aug 2025
Remote Sensing Image Intelligent Interpretation with the Language-Centered Perspective: Principles, Methods and Challenges Haifeng Li Wang Guo Haiyang Wu Mengwei Wu Jipeng Zhang Qing Zhu Yu Liu Xin Huang Chao Tao 106 0 0 09 Aug 2025