ReAct: Synergizing Reasoning and Acting in Language Models

6 October 2022

Dian Yu

Papers citing "ReAct: Synergizing Reasoning and Acting in Language Models"

50 / 495 papers shown

Title
Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling Ishan Kavathekar Raghav Donakanti Ponnurangam Kumaraguru Karthik Vaidhyanathan 56 0 0 27 Apr 2025
AndroidGen: Building an Android Language Agent under Data Scarcity Hanyu Lai Junjie Gao Xiao-Yang Liu Yanwei Xu S. Zhang Yuxiao Dong Jie Tang LLMAG 74 0 0 27 Apr 2025
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning Shaokun Zhang Yi Dong Jieyu Zhang Jan Kautz Bryan Catanzaro Andrew Tao Qingyun Wu Zhiding Yu Guilin Liu LLMAG OffRL KELM LRM 86 0 0 25 Apr 2025
Exploring Personality-Aware Interactions in Salesperson Dialogue Agents Sijia Cheng Wen-Yu Chang Yun-Nung (Vivian) Chen 66 0 0 25 Apr 2025
MultiMind: Enhancing Werewolf Agents with Multimodal Reasoning and Theory of Mind Z. Zhang Nuoqian Xiao Qi Chai Deheng Ye Hao Wang LLMAG LRM 97 0 0 25 Apr 2025
AI Awareness Xianrui Li Haoyuan Shi Rongwu Xu Wei Xu 56 0 0 25 Apr 2025
Automatically Generating Rules of Malicious Software Packages via Large Language Model XiangRui Zhang HaoYu Chen YongZhong He Wenjia Niu Qiang Li 37 0 0 24 Apr 2025
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning Z. Wang Kaidi Wang Q. Wang Pingyue Zhang Linjie Li ... Jiajun Wu L. Fei-Fei Lijuan Wang Yejin Choi Manling Li 86 3 0 24 Apr 2025
WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model Tianqing Fang H. M. Zhang Z. Zhang Kaixin Ma W. Yu Haitao Mi Dong Yu LLMAG KELM 159 0 0 23 Apr 2025
A Survey of AI Agent Protocols Yuqing Yang Huacan Chai Yangqiu Song S. Qi Muning Wen ... Gaowei Chang Wei Liu Ying Wen Yong Yu Wenbo Zhang LLMAG 69 1 0 23 Apr 2025
Enhancing LLM-Based Agents via Global Planning and Hierarchical Execution Junjie Chen Hao Li Jingli Yang Yong-Jin Liu Qingyao Ai LLMAG 82 0 0 23 Apr 2025
RepliBench: Evaluating the Autonomous Replication Capabilities of Language Model Agents Sid Black Asa Cooper Stickland Jake Pencharz Oliver Sourbut Michael Schmatz Jay Bailey Ollie Matthews Ben Millwood Alex Remedios Alan Cooney ELM 142 0 0 21 Apr 2025
A Self-Improving Coding Agent Maxime Robeyns Martin Szummer Laurence Aitchison LLMAG 46 0 0 21 Apr 2025
UFO2: The Desktop AgentOS Chaoyun Zhang He Huang Chiming Ni J. Mu Si Qin ... Minghua Ma Jian-Guang Lou Qingwei Lin Saravan Rajmohan Dongmei Zhang LLMAG 34 0 0 20 Apr 2025
TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 52 0 0 19 Apr 2025
Planet as a Brain: Towards Internet of AgentSites based on AIOS Server Xiang Zhang Yongfeng Zhang 39 0 0 19 Apr 2025
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models Feiyang Li Peng Fang Zhan Shi Arijit Khan Fang Wang Dan Feng Weihao Wang Xin Zhang Yongjian Cui ReLM LRM 43 1 0 18 Apr 2025
OpenDeception: Benchmarking and Investigating AI Deceptive Behaviors via Open-ended Interaction Simulation Yichen Wu Xudong Pan Geng Hong Min Yang LLMAG 40 0 0 18 Apr 2025
From Large to Super-Tiny: End-to-End Optimization for Cost-Efficient LLMs Jiliang Ni Jiachen Pu Zhongyi Yang Kun Zhou Hui Wang Xiaoliang Xiao Dakui Wang Xin Li Jingfeng Luo Conggang Hu 37 0 0 18 Apr 2025
LangCoop: Collaborative Driving with Language Xiangbo Gao Yuheng Wu Rujia Wang Chenxi Liu Yang Zhou Zhengzhong Tu VLM 41 0 0 18 Apr 2025
Exploring Expert Failures Improves LLM Agent Tuning Li-Cheng Lan Andrew Bai Minhao Cheng Ruochen Wang Cho-Jui Hsieh LRM 159 0 0 17 Apr 2025
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges? Yunxiang Zhang Muhammad Khalifa Shitanshu Bhushan Grant D Murphy Lajanugen Logeswaran Jaekyeom Kim Moontae Lee Honglak Lee Lu Wang LLMAG ELM 62 0 0 13 Apr 2025
Large Language Models Could Be Rote Learners Yuyang Xu Renjun Hu Haochao Ying Jian Wu Xing Shi Wei Lin ELM 160 0 0 11 Apr 2025
LSR-MCTS: Alleviating Long Range Dependency in Code Generation Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Hai-tao Zheng Hai-Tao Zheng Bingxu An Zhao Wei Yanwei Xu LLMAG 62 0 0 10 Apr 2025
Persona Dynamics: Unveiling the Impact of Personality Traits on Agents in Text-Based Games Seungwon Lim Seungbeen Lee Dongjun Min Youngjae Yu AI4CE 49 0 0 09 Apr 2025
Optuna vs Code Llama: Are LLMs a New Paradigm for Hyperparameter Tuning? Roman Kochnev Arash Torabi Goodarzi Zofia Antonina Bentyn D. Ignatov Radu Timofte 55 2 0 08 Apr 2025
Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning Sugyeong Eo Hyeonseok Moon Evelyn Hayoon Zi Chanjun Park Heuiseok Lim LLMAG 46 1 0 07 Apr 2025
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines Tengjun Jin Yuxuan Zhu Daniel Kang LMTD ELM 47 0 0 07 Apr 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 52 1 0 07 Apr 2025
CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization Weiwei Sun Shengyu Feng Shanda Li Yiming Yang LLMAG 45 1 0 06 Apr 2025
Building LLM Agents by Incorporating Insights from Computer Systems Yapeng Mi Zhi Gao Xiaojian Ma Qing Li LLMAG 44 0 0 06 Apr 2025
Cognitive Debiasing Large Language Models for Decision-Making Yougang Lyu Shijie Ren Yue Feng Zihan Wang Z. Chen Z. Z. Ren Maarten de Rijke 38 0 0 05 Apr 2025
Exploiting Fine-Grained Skip Behaviors for Micro-Video Recommendation Sanghyuck Lee Sangkeun Park Jaesung Lee 53 0 0 04 Apr 2025
CoLa -- Learning to Interactively Collaborate with Large LMs Abhishek Sharma Dan Goldwasser LLMAG SyDa 62 0 0 03 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Jón Gunnar Hannesson Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 151 0 0 03 Apr 2025
Self-Resource Allocation in Multi-Agent LLM Systems Alfonso Amayuelas Jingbo Yang Saaket Agashe Ashwin Nagarajan Antonis Antoniades Qing Guo William Wang 87 1 0 02 Apr 2025
PaperBench: Evaluating AI's Ability to Replicate AI Research Giulio Starace Oliver Jaffe Dane Sherburn James Aung Jun Shern Chan ... Benjamin Kinsella Wyatt Thompson Johannes Heidecke Amelia Glaese Tejal Patwardhan ALM ELM 798 6 0 02 Apr 2025
Hawkeye:Efficient Reasoning with Model Collaboration Jianshu She Z. Li Zhemin Huang Qi Li Peiran Xu Haonan Li Qirong Ho LRM 60 2 0 01 Apr 2025
Visual Environment-Interactive Planning for Embodied Complex-Question Answering Ning Lan Baoshan Ou Xuemei Xie G. Shi LM&Ro 69 1 0 01 Apr 2025
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents Shuo Ren Pu Jian Zhenjiang Ren Chunlin Leng Can Xie Jiajun Zhang LLMAG AI4CE 59 1 0 31 Mar 2025
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement Jerry Xu Justin Wang Joley Leung Jasmine Gu 50 0 0 30 Mar 2025
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering Alexander Murphy Mohd Sanad Zaki Rizvi Aden Haussmann Ping Nie Guifu Liu Aryo Pradipta Gema Pasquale Minervini 52 0 0 30 Mar 2025
Citegeist: Automated Generation of Related Work Analysis on the arXiv Corpus Claas Beger Carl-Leander Henneking 42 0 0 29 Mar 2025
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models Zhanke Zhou Zhaocheng Zhu Xuan Li Mikhail Galkin Xiao Feng Sanmi Koyejo Jian Tang Bo Han LRM 56 0 0 28 Mar 2025
Towards Personalized Conversational Sales Agents : Contextual User Profiling for Strategic Action Tongyoung Kim Jeongeun Lee Soojin Yoon S. Kim Dongha Lee 27 0 0 28 Mar 2025
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation Zhicheng Lee S. Cao Jinxin Liu J. Zhang Weichuan Liu Xiaoyin Che Lei Hou Juanzi Li ReLM LRM 91 2 0 27 Mar 2025
Cognitive Prompts Using Guilford's Structure of Intellect Model Oliver Kramer LRM 42 0 0 27 Mar 2025
sudo rm -rf agentic_security Sejin Lee Jian Kim Haon Park Ashkan Yousefpour Sangyoon Yu Min Song AAML 181 0 0 26 Mar 2025
BugCraft: End-to-End Crash Bug Reproduction Using LLM Agents in Minecraft Eray Yapağcı Yavuz Alp Sencer Öztürk Eray Tüzün 36 0 0 25 Mar 2025
AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents Haoyu Wang Christopher M. Poskitt Jun Sun 37 0 0 24 Mar 2025