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
CursorCore: Assist Programming through Aligning Anything Hao Jiang Qi Liu Rui Li Shengyu Ye Shijin Wang 53 1 0 09 Oct 2024
Enabling Novel Mission Operations and Interactions with ROSA: The Robot Operating System Agent Rob Royce Marcel Kaufmann Jonathan Becktor Sangwoo Moon Kalind Carpenter Kai Pak Amanda Towler Rohan Thakker Shehryar Khattak LM&Ro 42 2 0 09 Oct 2024
Learning Evolving Tools for Large Language Models Guoxin Chen Zhong Zhang Xin Cong Fangda Guo Yesai Wu Yankai Lin Wenzheng Feng Yasheng Wang KELM 52 1 0 09 Oct 2024
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation Bolei He Nuo Chen Xinran He Lingyong Yan Zhenkai Wei Jinchang Luo Zhen-Hua Ling RALM LRM 30 1 0 08 Oct 2024
SC-Bench: A Large-Scale Dataset for Smart Contract Auditing Shihao Xia Mengting He Linhai Song Yiying Zhang 31 1 0 08 Oct 2024
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents Boyu Gou Ruohan Wang Boyuan Zheng Yanan Xie Cheng Chang Yiheng Shu Huan Sun Yu Su LM&Ro LLMAG 78 49 0 07 Oct 2024
Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning Minheng Ni Yutao Fan Lei Zhang Wangmeng Zuo LRM AI4CE 31 6 0 04 Oct 2024
ToolGen: Unified Tool Retrieval and Calling via Generation Renxi Wang Xudong Han Lei Ji Shu Wang Timothy Baldwin Haonan Li LLMAG 72 6 0 04 Oct 2024
Unlocking Structured Thinking in Language Models with Cognitive Prompting Oliver Kramer Jill Baumann ReLM LRM 29 3 0 03 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 98 6 0 03 Oct 2024
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Hanrong Zhang Jingyuan Huang Kai Mei Yifei Yao Zhenting Wang Chenlu Zhan Hongwei Wang Yongfeng Zhang AAML LLMAG ELM 51 22 0 03 Oct 2024
Moral Alignment for LLM Agents Elizaveta Tennant Stephen Hailes Mirco Musolesi 45 1 0 02 Oct 2024
Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling Jinghan Li Zhicheng Sun Fei Li 102 1 0 02 Oct 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering Yike Wu Yi Huang Nan Hu Yuncheng Hua Guilin Qi Jiaoyan Chen Jeff Z. Pan 41 6 0 29 Sep 2024
HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations Ziyu Wang Hao Li Di Huang Amir M. Rahmani Chae-Won Shin Amir M. Rahmani LM&MA 45 9 0 28 Sep 2024
Control Industrial Automation System with Large Language Models Yuchen Xia N. Jazdi Jize Zhang Chaitanya Shah M. Weyrich AI4CE LLMAG 13 2 0 26 Sep 2024
Automating Traffic Model Enhancement with AI Research Agent Xusen Guo Xinxi Yang Mingxing Peng Hongliang Lu Meixin Zhu Hai Yang 62 1 0 25 Sep 2024
LLM With Tools: A Survey Zhuocheng Shen 43 9 0 24 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 44 35 0 23 Sep 2024
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models Patrick Amadeus Irawan Genta Indra Winata Samuel Cahyawijaya Ayu Purwarianti 34 0 0 23 Sep 2024
Guided Profile Generation Improves Personalization with LLMs Jiarui Zhang 34 4 0 19 Sep 2024
Textualized Agent-Style Reasoning for Complex Tasks by Multiple Round LLM Generation Chen Liang Zhifan Feng Zihe Liu Wenbin Jiang Jinan Xu Yufeng Chen Yong Wang LLMAG LRM 33 1 0 19 Sep 2024
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning Jin Jiang Yuchen Yan Yang Liu Yonggang Jin Shuai Peng M. Zhang Xunliang Cai Yixin Cao Liangcai Gao Zhi Tang LRM 52 3 0 19 Sep 2024
Large Language Models are Good Multi-lingual Learners : When LLMs Meet Cross-lingual Prompts Teng Wang Zhenqi He Wing-Yin Yu Xiaojin Fu Xiongwei Han LRM 50 5 0 17 Sep 2024
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models Baolong Bi Shenghua Liu Yiwei Wang Lingrui Mei Hongcheng Gao Junfeng Fang Xueqi Cheng KELM 47 8 0 16 Sep 2024
Benchmarking Large Language Model Uncertainty for Prompt Optimization Pei-Fu Guo Yun-Da Tsai Shou-De Lin ELM LRM 32 1 0 16 Sep 2024
The Midas Touch: Triggering the Capability of LLMs for RM-API Misuse Detection Yi Yang Jinghua Liu Kai Chen Miaoqian Lin 28 0 0 14 Sep 2024
AnyBipe: An End-to-End Framework for Training and Deploying Bipedal Robots Guided by Large Language Models Yifei Yao Wentao He Chenyu Gu Jiaheng Du Fuwei Tan Zhen Zhu Junguo Lu OffRL 31 2 0 13 Sep 2024
ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement Oishik Chatterjee Pooja Aggarwal Suranjana Samanta Ting Dai P. Mohapatra ... Ruchi Mahindru Steve Barbieri Eugen Postea Brad Blancett Arthur De Magalhaes 28 1 0 12 Sep 2024
TravelAgent: An AI Assistant for Personalized Travel Planning Aili Chen Xuyang Ge Ziquan Fu Yanghua Xiao Jiangjie Chen LLMAG 45 8 0 12 Sep 2024
Can Large Language Models Unlock Novel Scientific Research Ideas? Sandeep Kumar Tirthankar Ghosal Vinayak Goyal Asif Ekbal ALM LRM AI4CE 33 10 0 10 Sep 2024
Game On: Towards Language Models as RL Experimenters Jingwei Zhang Thomas Lampe A. Abdolmaleki Jost Tobias Springenberg Martin Riedmiller LM&Ro 36 0 0 05 Sep 2024
E2CL: Exploration-based Error Correction Learning for Embodied Agents Hanlin Wang Chak Tou Leong Jian Wang Wenjie Li 37 1 0 05 Sep 2024
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls Kinjal Basu Ibrahim Abdelaziz Kelsey Bradford M. Crouse Kiran Kate ... Yara Rizk Xin Wang Luis A. Lastras Pavan Kapanipathi Pavan Kapanipathi 33 7 0 04 Sep 2024
The Compressor-Retriever Architecture for Language Model OS Yuan Yang Siheng Xiong Ehsan Shareghi Faramarz Fekri RALM KELM 32 1 0 02 Sep 2024
Self-evolving Agents with reflective and memory-augmented abilities Xuechen Liang Yangfan He Yinghui Xia Xinyuan Song Jianhui Wang ... Keqin Li Jiaqi Chen Jinsong Yang Siyuan Chen Tianyu Shi LLMAG KELM CLL 41 2 0 01 Sep 2024
Learning to Ask: When LLM Agents Meet Unclear Instruction Wenxuan Wang Juluan Shi Chaozheng Wang Cheryl Lee Chaozheng Wang Cheryl Lee Youliang Yuan Jen-tse Huang Wenxiang Jiao Michael R. Lyu LLMAG 34 8 0 31 Aug 2024
DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework Zhifei Xie Daniel Tang Dingwei Tan Jacques Klein Tegawend F. Bissyand Saad Ezzini VGen 32 8 0 21 Aug 2024
PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection Tri Cao Chengyu Huang Yuexin Li Huilin Wang Amy He Nay Oo Bryan Hooi LLMAG OffRL 83 4 0 20 Aug 2024
Kubrick: Multimodal Agent Collaborations for Synthetic Video Generation Liu He Yizhi Song Hejun Huang Pinxin Liu Yunlong Tang Daniel G. Aliaga Xin Zhou DiffM VGen 90 3 0 19 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 79 13 0 16 Aug 2024
VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool Chia-Tung Ho Haoxing Ren Brucek Khailany 46 13 0 15 Aug 2024
Perceive, Reflect, and Plan: Designing LLM Agent for Goal-Directed City Navigation without Instructions Qingbin Zeng Qinglong Yang Shunan Dong Heming Du Liang Zheng Fengli Xu Yong Li LLMAG LM&Ro 45 8 0 08 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 78 27 0 05 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 69 15 0 01 Aug 2024
Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification Boyang Zhang Yicong Tan Yun Shen Ahmed Salem Michael Backes Savvas Zannettou Yang Zhang LLMAG AAML 44 14 0 30 Jul 2024
Improving Retrieval Augmented Language Model with Self-Reasoning Yuan Xia Jingbo Zhou Zhenhui Shi Jun Chen Hai-ting Huang AIFin LRM ReLM KELM 50 8 0 29 Jul 2024
A Comprehensive Survey on Root Cause Analysis in (Micro) Services: Methodologies, Challenges, and Trends Tingting Wang Guilin Qi 35 1 0 23 Jul 2024
An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought Yuetong Zhao Hongyu Cao Xianyu Zhao Zhijian Ou RALM LRM 23 3 0 22 Jul 2024
On the Design and Analysis of LLM-Based Algorithms Yanxi Chen Yaliang Li Bolin Ding Jingren Zhou 48 5 0 20 Jul 2024