Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

17 May 2023

Weijia Xu

Andrzej Banburski-Fahey

Papers citing "Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling"

38 / 38 papers shown

Title
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 61 0 0 03 Apr 2025
MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization Jian Zhang Z. Wang Haiping Zhu Jun Liu Qika Lin Erik Cambria LLMAG 76 0 0 21 Mar 2025
Can Large Vision Language Models Read Maps Like a Human? Shuo Xing Zezhou Sun Shuangyu Xie Kaiyuan Chen Yanjia Huang Yuping Wang Jiachen Li Dezhen Song Zhengzhong Tu 53 2 0 18 Mar 2025
Autonomous Industrial Control using an Agentic Framework with Large Language Models Javal Vyas Mehmet Mercangöz AI4CE LLMAG 28 2 0 08 Nov 2024
Integrating Planning into Single-Turn Long-Form Text Generation Yi Liang You Wu Honglei Zhuang Li Chen Jiaming Shen ... Zhen Qin Sumit Sanghai Xuanhui Wang Carl Yang Michael Bendersky 43 3 0 08 Oct 2024
fPLSA: Learning Semantic Structures in Document Collections Using Foundation Models Weijia Xu Nebojsa Jojic Nicolas Le Roux 11 0 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 21 1 0 03 Oct 2024
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning Yilun Kong Hangyu Mao Qi Zhao Bin Zhang Jingqing Ruan Li Shen Yongzhe Chang Xueqian Wang Rui Zhao Dacheng Tao OffRL 21 1 0 20 Aug 2024
Towards a Science Exocortex Kevin G. Yager 66 0 0 24 Jun 2024
Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference Anton Xue Avishree Khare Rajeev Alur Surbhi Goel Eric Wong 34 2 0 21 Jun 2024
Preemptive Answer "Attacks" on Chain-of-Thought Reasoning Rongwu Xu Zehan Qi Wei Xu LRM SILM 43 6 0 31 May 2024
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking Xiao Chen Sihang Zhou K. Liang Xinwang Liu ReLM LRM 19 2 0 14 Apr 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 22 1 0 01 Apr 2024
PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models Wendi Cui Jiaxin Zhang Zhuohang Li Hao Sun Damien Lopez Kamalika Das Bradley Malin Kumar Sricharan 6 6 0 17 Feb 2024
Can We Verify Step by Step for Incorrect Answer Detection? Xin Xu Shizhe Diao Can Yang Yang Wang LRM 107 13 0 16 Feb 2024
Instruction Makes a Difference Tosin P. Adewumi Nudrat Habib Lama Alkhaled Elisa Barney VLM MLLM 8 1 0 01 Feb 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 27 53 0 04 Jan 2024
Supervised Knowledge Makes Large Language Models Better In-context Learners Linyi Yang Shuibai Zhang Zhuohao Yu Guangsheng Bao Yidong Wang ... Ruochen Xu Weirong Ye Xing Xie Weizhu Chen Yue Zhang 11 10 0 26 Dec 2023
Do Physicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation Zonghai Yao Ahmed Jaafar Beining Wang Zhichao Yang Hong-ye Yu LM&MA 19 2 0 16 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 21 2 0 15 Nov 2023
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization Xinyuan Wang Chenxi Li Zhen Wang Fan Bai Haotian Luo Jiayou Zhang Nebojsa Jojic Eric P. Xing Zhiting Hu 15 57 0 25 Oct 2023
Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation Zeyuan Yang Peng Li Yang Janet Liu LRM 17 20 0 24 Oct 2023
Amortizing intractable inference in large language models Marvin Schmitt Moksh Jain Daniel Habermann Younesse Kaddar Ullrich Kothe Stefan T. Radev Nikolay Malkin AIFin BDL 10 45 0 06 Oct 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 8 148 0 27 Sep 2023
AutoHint: Automatic Prompt Optimization with Hint Generation Hong Sun Xue Li Yi Xu Youkow Homma Qinhao Cao Min-man Wu Jian Jiao Denis Xavier Charles 14 23 0 13 Jul 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference Alessandro Sordoni Xingdi Yuan Marc-Alexandre Côté Matheus Pereira Adam Trischler Ziang Xiao Arian Hosseini Friederike Niedtner Nicolas Le Roux 12 16 0 21 Jun 2023
Domain-specific ChatBots for Science using Embeddings Kevin G. Yager 12 8 0 15 Jun 2023
Orca: Progressive Learning from Complex Explanation Traces of GPT-4 Subhabrata Mukherjee Arindam Mitra Ganesh Jawahar Sahaj Agarwal Hamid Palangi Ahmed Hassan Awadallah ELM ALM LRM 20 257 0 05 Jun 2023
GPT is becoming a Turing machine: Here are some ways to program it A. Jojic Zhen Wang Nebojsa Jojic LRM 24 17 0 25 Mar 2023
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 192 160 0 05 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 152 298 0 03 Oct 2022
Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango Aman Madaan Amir Yazdanbakhsh LRM 130 115 0 16 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 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 301 11,730 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 882 0 18 Apr 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 248 1,382 0 21 Jan 2020