Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

20 August 2023

Ming Jin

Papers citing "Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models"

46 / 46 papers shown

Title
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
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Z. Wang J. Wang Chi Ma Huiling Zhen M. Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 66 0 0 05 May 2025
Understanding and Optimizing Multi-Stage AI Inference Pipelines A. Bambhaniya Hanjiang Wu Suvinay Subramanian S. Srinivasan Souvik Kundu Amir Yazdanbakhsh Midhilesh Elavazhagan Madhu Kumar Tushar Krishna 58 0 0 14 Apr 2025
Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution Chenghao Li Chaoning Zhang Yi Lu J. Zhang Qigan Sun X. Wang Jiwei Wei Guoqing Wang Yang Yang H. Shen LRM 60 1 0 13 Apr 2025
Can LLMs Formally Reason as Abstract Interpreters for Program Analysis? Jacqueline L. Mitchell Brian Hyeongseok Kim Chenyu Zhou Chao Wang LRM 58 0 0 16 Mar 2025
Complex LLM Planning via Automated Heuristics Discovery Hongyi Ling Shubham Parashar Sambhav Khurana Blake Olson Anwesha Basu Gaurangi Sinha Z. Tu James Caverlee Shuiwang Ji 97 2 0 26 Feb 2025
An Autonomous Network Orchestration Framework Integrating Large Language Models with Continual Reinforcement Learning Masoud Shokrnezhad T. Taleb 41 0 0 22 Feb 2025
Policy Guided Tree Search for Enhanced LLM Reasoning Yang Li LRM 53 0 0 04 Feb 2025
Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models Kaleem Ullah Qasim Jiashu Zhang Tariq Alsahfi Ateeq Ur Rehman Butt LRM ReLM 63 1 0 03 Jan 2025
Prompting Strategies for Enabling Large Language Models to Infer Causation from Correlation Eleni Sgouritsa Virginia Aglietti Yee Whye Teh Arnaud Doucet A. Gretton Silvia Chiappa ReLM LRM 74 0 0 18 Dec 2024
Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not Discrimination Qiqi Chen Xinpeng Wang Philipp Mondorf Michael A. Hedderich Barbara Plank LRM AI4CE 21 1 0 23 Oct 2024
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs Bilgehan Sel Priya Shanmugasundaram Mohammad Kachuee Kun Zhou Ruoxi Jia Ming Jin LRM 38 2 0 21 May 2024
Stream of Search (SoS): Learning to Search in Language Kanishk Gandhi Denise Lee Gabriel Grand Muxin Liu Winson Cheng Archit Sharma Noah D. Goodman RALM AIFin LRM 39 44 0 01 Apr 2024
StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows Yiran Wu Tianwei Yue Shaokun Zhang Chi Wang Qingyun Wu 40 21 0 17 Mar 2024
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization Mengsha Liu Daoyuan Chen Yaliang Li Guian Fang Ying Shen 24 18 0 17 Mar 2024
Data Interpreter: An LLM Agent For Data Science Sirui Hong Yizhang Lin Bang Liu Bangbang Liu Binhao Wu ... Xinbing Liang Yaying Fei Yuheng Cheng Zongze Xu Chenglin Wu LLMAG AI4CE 47 58 0 28 Feb 2024
Language Agents as Optimizable Graphs Mingchen Zhuge Wenyi Wang Louis Kirsch Francesco Faccio Dmitrii Khizbullin Jürgen Schmidhuber LLMAG 29 19 0 26 Feb 2024
How Can LLM Guide RL? A Value-Based Approach Shenao Zhang Sirui Zheng Shuqi Ke Zhihan Liu Wanxin Jin Jianbo Yuan Yingxiang Yang Hongxia Yang Zhaoran Wang 16 8 0 25 Feb 2024
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents Cheng Qian Bingxiang He Zhuang Zhong Jia Deng Yujia Qin ... Zhong Zhang Jie Zhou Yankai Lin Zhiyuan Liu Maosong Sun 20 27 0 14 Feb 2024
Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies Zhixuan Chu Yan Wang Feng Zhu Lu Yu Longfei Li Jinjie Gu LLMAG 16 8 0 06 Feb 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 63 26 0 25 Jan 2024
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs Zijie Meng Yan Zhang Zhaopeng Feng Zuozhu Liu LRM 22 4 0 10 Jan 2024
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model Fei Liu Xialiang Tong Mingxuan Yuan Xi Lin Fu Luo Zhenkun Wang Zhichao Lu Qingfu Zhang VLM 35 53 0 04 Jan 2024
The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems: A Scoping Survey Dhruv Dhamani Mary Lou Maher 27 1 0 29 Dec 2023
GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension Bohan Lyu Xin Cong Heyang Yu Pan Yang Yujia Qin ... Zhong Zhang Yukun Yan Yankai Lin Zhiyuan Liu Maosong Sun LLMAG 25 5 0 28 Dec 2023
Applications of Large Scale Foundation Models for Autonomous Driving Yu Huang Yue Chen Zhu Li ELM AI4CE LRM ALM LM&Ro 46 14 0 20 Nov 2023
Towards A Unified View of Answer Calibration for Multi-Step Reasoning Shumin Deng Ningyu Zhang Nay Oo Bryan Hooi LRM 25 1 0 15 Nov 2023
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving Chang Gao Haiyun Jiang Deng Cai Shuming Shi Wai Lam LRM 29 3 0 15 Nov 2023
ProAgent: From Robotic Process Automation to Agentic Process Automation Yining Ye Xin Cong Shizuo Tian Jian Cao Hao Wang ... Heyang Yu Huadong Wang Yankai Lin Zhiyuan Liu Maosong Sun AI4CE 10 19 0 02 Nov 2023
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy Hongda Sun Weikai Xu Wei Liu Jian Luan Bin Wang Shuo Shang Ji-Rong Wen Rui Yan LRM 34 24 0 28 Oct 2023
On Generative Agents in Recommendation An Zhang Yuxin Chen Leheng Sheng Xiang Wang Tat-Seng Chua 25 42 0 16 Oct 2023
Autonomous Tree-search Ability of Large Language Models Zheyu Zhang Zhuorui Ye Yikang Shen Chuang Gan LRM 19 0 0 14 Oct 2023
Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation E. Zelikman Eliana Lorch Lester W. Mackey Adam Tauman Kalai LRM ReLM 36 46 0 03 Oct 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities Hejia Geng Boxun Xu Peng Li ELM LRM ReLM 30 1 0 30 Sep 2023
Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency Zhihan Liu Hao Hu Shenao Zhang Hongyi Guo Shuqi Ke Boyi Liu Zhaoran Wang LLMAG LRM 23 33 0 29 Sep 2023
Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4 Jiaxian Guo Bo Yang Paul D. Yoo Bill Yuchen Lin Yusuke Iwasawa Yutaka Matsuo LLMAG 13 40 0 29 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yu Liu Bing Qin Ting Liu LRM AI4CE 16 148 0 27 Sep 2023
Rational Decision-Making Agent with Internalized Utility Judgment Yining Ye Xin Cong Shizuo Tian Yujia Qin Chong Liu Yankai Lin Zhiyuan Liu Maosong Sun LLMAG 19 8 0 24 Aug 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 39 1,088 0 22 Aug 2023
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles Shulin Huang Shirong Ma Yinghui Li Mengzuo Huang Wuhe Zou Weidong Zhang Haitao Zheng LLMAG LRM 24 26 0 21 Aug 2023
A Human-on-the-Loop Optimization Autoformalism Approach for Sustainability Ming Jin Bilgehan Sel Fnu Hardeep W. Yin AI4CE 22 2 0 20 Aug 2023
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 138 181 0 22 Oct 2022
Compositional Semantic Parsing with Large Language Models Andrew Drozdov Nathanael Scharli Ekin Akyuurek Nathan Scales Xinying Song Xinyun Chen Olivier Bousquet Denny Zhou ReLM LRM 187 91 0 29 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,730 0 04 Mar 2022