Pre-Act: Multi-Step Planning and Reasoning Improves Acting in LLM Agents

Pre-Act: Multi-Step Planning and Reasoning Improves Acting in LLM Agents

15 May 2025

Alessandro Di Bari

Roberto Pieraccini

Papers citing "Pre-Act: Multi-Step Planning and Reasoning Improves Acting in LLM Agents"

12 / 12 papers shown

Title
Automated test generation to evaluate tool-augmented LLMs as conversational AI agents Samuel Arcadinho David Aparicio Mariana Almeida 91 6 0 24 Sep 2024
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents Luca Gioacchini G. Siracusano D. Sanvito Kiril Gashteovski David Friede Roberto Bifulco Carolin (Haas) Lawrence ELM LLMAG 54 14 0 09 Apr 2024
Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning Weijieying Ren Xinlong Li Lei Wang Tianxiang Zhao Wei Qin CLL KELM 92 36 0 29 Feb 2024
Continual Learning with Low Rank Adaptation Martin Wistuba Prabhu Teja Sivaprasad Lukas Balles Giovanni Zappella CLL 45 15 0 29 Nov 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 318 4,288 0 09 Jun 2023
QLoRA: Efficient Finetuning of Quantized LLMs Tim Dettmers Artidoro Pagnoni Ari Holtzman Luke Zettlemoyer ALM 141 2,545 0 23 May 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 405 2,843 0 06 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 204 434 0 03 Oct 2022
Least-to-Most Prompting Enables Complex Reasoning in Large Language Models Denny Zhou Nathanael Scharli Le Hou Jason W. Wei Nathan Scales ... Dale Schuurmans Claire Cui Olivier Bousquet Quoc Le Ed H. Chi RALM LRM AI4CE 72 1,108 0 21 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 507 3,618 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 811 12,893 0 04 Mar 2022
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 127 3,742 0 03 Sep 2021