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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
Mrinal Rawat
Ambuje Gupta
Rushil Goomer
Alessandro Di Bari
Neha Gupta
Roberto Pieraccini
    LLMAG
    LRM
ArXivPDFHTML

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
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
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
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
Continual Learning with Low Rank Adaptation
Martin Wistuba
Prabhu Teja Sivaprasad
Lukas Balles
Giovanni Zappella
CLL
45
16
0
29 Nov 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
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
322
4,298
0
09 Jun 2023
QLoRA: Efficient Finetuning of Quantized LLMs
QLoRA: Efficient Finetuning of Quantized LLMs
Tim Dettmers
Artidoro Pagnoni
Ari Holtzman
Luke Zettlemoyer
ALM
143
2,550
0
23 May 2023
ReAct: Synergizing Reasoning and Acting in Language Models
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
412
2,843
0
06 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning
Complexity-Based Prompting for Multi-Step Reasoning
Yao Fu
Hao-Chun Peng
Ashish Sabharwal
Peter Clark
Tushar Khot
ReLM
LRM
206
434
0
03 Oct 2022
Least-to-Most Prompting Enables Complex Reasoning in Large Language
  Models
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
76
1,109
0
21 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
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
511
3,625
0
21 Mar 2022
Training language models to follow instructions with human feedback
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
842
12,893
0
04 Mar 2022
Finetuned Language Models Are Zero-Shot Learners
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
155
3,743
0
03 Sep 2021
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