Automatic Chain of Thought Prompting in Large Language Models

7 October 2022

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

50 / 397 papers shown

Title
RedTeamLLM: an Agentic AI framework for offensive security Brian Challita Pierre Parrend LLMAG 40 0 0 11 May 2025
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification Ruxue Shi Hengrui Gu Xu Shen Xin Wang LMTD 63 0 0 09 May 2025
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 24 0 0 09 May 2025
Enigme: Generative Text Puzzles for Evaluating Reasoning in Language Models John Hawkins ReLM LRM 41 0 0 08 May 2025
Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers Alice Rueda Mohammed S. Hassan Argyrios Perivolaris Bazen G. Teferra Reza Samavi ... Y. Wu Y. Zhang Bo Cao Divya Sharma Sridhar Krishnan Venkat Bhat ELM LRM 43 0 0 02 May 2025
Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization Kesen Zhao B. Zhu Qianru Sun Hanwang Zhang MLLM LRM 81 0 0 25 Apr 2025
Empowering AI to Generate Better AI Code: Guided Generation of Deep Learning Projects with LLMs Chen Xie Mingsheng Jiao Xiaodong Gu Beijun Shen 17 0 0 21 Apr 2025
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Yuxiang Lin Jingdong Sun Zhi-Qi Cheng Jue Wang Haomin Liang Zebang Cheng Yifei Dong Jun-Yan He Xiaojiang Peng Xian-Sheng Hua 39 0 0 10 Apr 2025
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention Gleb Rodionov Roman Garipov Alina Shutova George Yakushev Vage Egiazarian Anton Sinitsin Denis Kuznedelev Dan Alistarh LRM 27 1 0 08 Apr 2025
VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT Zhuo Zhi Qiangqiang Wu Minghe shen W. J. Li Yinchuan Li Kun Shao Kaiwen Zhou LLMAG 33 0 0 06 Apr 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration Yunlong Lin Zixu Lin Haoyu Chen Panwang Pan C. Li Sixiang Chen Yeying Jin W. J. Li Xinghao Ding 25 1 0 05 Apr 2025
CoLa -- Learning to Interactively Collaborate with Large LMs Abhishek Sharma Dan Goldwasser LLMAG SyDa 58 0 0 03 Apr 2025
Style over Substance: Distilled Language Models Reason Via Stylistic Replication Philip Lippmann Jie-jin Yang LRM 44 0 0 02 Apr 2025
Automated Factual Benchmarking for In-Car Conversational Systems using Large Language Models Rafael Giebisch Ken E. Friedl Lev Sorokin Andrea Stocco HILM 40 0 0 01 Apr 2025
Hawkeye:Efficient Reasoning with Model Collaboration Jianshu She Z. Li Zhemin Huang Qi Li Peiran Xu Haonan Li Qirong Ho LRM 53 0 0 01 Apr 2025
Evolutionary Prompt Optimization Discovers Emergent Multimodal Reasoning Strategies in Vision-Language Models Sid Bharthulwar John Rho Katrina Brown ReLM VLM LRM 45 0 0 30 Mar 2025
Teaching LLMs Music Theory with In-Context Learning and Chain-of-Thought Prompting: Pedagogical Strategies for Machines Liam Pond Ichiro Fujinaga LRM 29 0 0 28 Mar 2025
Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking Yuyao Ge Shenghua Liu Y. Wang Lingrui Mei Lizhe Chen Baolong Bi Xueqi Cheng ReLM LRM 49 2 0 25 Mar 2025
LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object Integration Yuyao Zhang Jinghao Li Yu-Wing Tai DiffM 64 0 0 25 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 40 0 0 22 Mar 2025
Temporal Consistency for LLM Reasoning Process Error Identification Jiacheng Guo Yue Wu Jiahao Qiu Kaixuan Huang Xinzhe Juan L. Yang Mengdi Wang LRM 53 0 0 18 Mar 2025
Mitigating Cross-Modal Distraction and Ensuring Geometric Feasibility via Affordance-Guided, Self-Consistent MLLMs for Food Preparation Task Planning Yu-Hong Shen Chuan-Yu Wu Yi-Ru Yang Yen-Ling Tai Yi-Ting Chen LRM 29 0 0 17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Y. Wang Shengqiong Wu Y. Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 82 7 0 16 Mar 2025
TAIJI: Textual Anchoring for Immunizing Jailbreak Images in Vision Language Models Xiangyu Yin Yi Qi Jinwei Hu Zhen Chen Yi Dong Xingyu Zhao Xiaowei Huang Wenjie Ruan 45 0 0 13 Mar 2025
Advanced Tool Learning and Selection System (ATLASS): A Closed-Loop Framework Using LLM Mohd Ariful Haque Justin Williams Sunzida Siddique Md. Hujaifa Islam Hasmot Ali Kishor Datta Gupta Roy George 51 0 0 13 Mar 2025
Multi-Agent LLM Actor-Critic Framework for Social Robot Navigation Weizheng Wang Ike Obi Byung-Cheol Min LLMAG 46 1 0 12 Mar 2025
Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework Zhuo Zhi Chen Feng Adam Daneshmend Mine Orlu Andreas Demosthenous L. Yin Da Li Ziquan Liu Miguel R. D. Rodrigues LRM 50 1 0 11 Mar 2025
Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts Shiu-hong Kao Yu-Wing Tai Chi-Keung Tang LRM MLLM 49 0 0 10 Mar 2025
Effect of Selection Format on LLM Performance Yuchen Han Yucheng Wu Jeffrey Willard 47 0 0 10 Mar 2025
Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation A. Zebaze Benoît Sagot Rachel Bawden 70 0 0 06 Mar 2025
Unified Mind Model: Reimagining Autonomous Agents in the LLM Era Pengbo Hu Xiang Ying LLMAG LM&Ro AI4CE 53 0 0 05 Mar 2025
Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models Zhifei Xie Mingbao Lin Z. Liu Pengcheng Wu Shuicheng Yan Chunyan Miao AuLLM OffRL LRM 76 5 0 04 Mar 2025
Progressive Sparse Attention: Algorithm and System Co-design for Efficient Attention in LLM Serving Qihui Zhou Peiqi Yin Pengfei Zuo James Cheng CLL 35 1 0 01 Mar 2025
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning Wenkai Yang Shuming Ma Yankai Lin Furu Wei LRM 48 20 0 25 Feb 2025
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Zhenyu Pan Haozheng Luo Manling Li Han Liu LRM 39 13 0 24 Feb 2025
UPCMR: A Universal Prompt-guided Model for Random Sampling Cardiac MRI Reconstruction Donghang Lyu Chinmay Rao Marius Staring M. Osch M. Doneva Hildo J. Lamb Nicola Pezzotti 39 1 0 18 Feb 2025
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference Roman Levin Valeriia Cherepanova Abhimanyu Hans Avi Schwarzschild Tom Goldstein 59 1 0 14 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng K. Wang Shuyue Hu Lei Bai 69 2 0 11 Feb 2025
Multi-agent Architecture Search via Agentic Supernet Guibin Zhang Luyang Niu Junfeng Fang K. Wang Lei Bai X. Wang 88 3 0 06 Feb 2025
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment Cheryl Li Tianyuan Xu Yiwen Guo LRM 73 2 0 05 Feb 2025
Policy Guided Tree Search for Enhanced LLM Reasoning Yang Li LRM 51 0 0 04 Feb 2025
Irony Detection, Reasoning and Understanding in Zero-shot Learning Peiling Yi Yuhan Xia 54 0 0 28 Jan 2025
Audio Texture Manipulation by Exemplar-Based Analogy Kan Jen Cheng Tingle Li Gopala Anumanchipalli DiffM 33 0 0 21 Jan 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 66 7 0 21 Jan 2025
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment Shuoling Liu Gaoguo Jia Yuhang Jiang Liyuan Chen Qiang Yang AIFin LRM 89 0 0 17 Jan 2025
Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model Z. Ma Zhuo Chen Y. Wang Eng Siong Chng Xie Chen AuLLM LRM 62 7 0 13 Jan 2025
TAPO: Task-Referenced Adaptation for Prompt Optimization Wenxin Luo W. Wang Xiaopeng Li Weibo Zhou Pengyue Jia Xiangyu Zhao 45 0 0 12 Jan 2025
Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition Hao Fei Shengqiong Wu Wei Ji H. Zhang M. Zhang M. Lee W. Hsu LRM VGen 44 55 0 08 Jan 2025
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Ruilin Luo Zhuofan Zheng Yifan Wang Yiyao Yu Xinzhe Ni Zicheng Lin Jin Zeng Yujiu Yang LRM 61 12 0 08 Jan 2025
Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models Sijia Chen Baochun Li Di Niu LLMAG LRM AI4CE 67 11 0 08 Jan 2025