ReAct: Synergizing Reasoning and Acting in Language Models

6 October 2022

Dian Yu

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

50 / 504 papers shown

Title
AutoTask: Executing Arbitrary Voice Commands by Exploring and Learning from Mobile GUI Lihang Pan Bowen Wang Chun Yu Yuxuan Chen Xiangyu Zhang Yuanchun Shi 29 3 0 26 Dec 2023
LARP: Language-Agent Role Play for Open-World Games Ming Yan Ruihao Li Hao Zhang Hao Wang Zhilan Yang Ji Yan LLMAG LM&Ro AI4CE 27 16 0 24 Dec 2023
Saturn Platform: Foundation Model Operations and Generative AI for Financial Services Antonio Busson Rennan Gaio Rafael H. Rocha Francisco Evangelista Bruno Rizzi Luan Carvalho Rafael Miceli Marcos Rabaioli David Favaro 28 1 0 12 Dec 2023
Sequential Planning in Large Partially Observable Environments guided by LLMs S. Paul LLMAG 26 0 0 12 Dec 2023
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming Connor Lawless Jakob Schoeffer Lindy Le Kael Rowan Shilad Sen Cristina St. Hill Jina Suh Bahar Sarrafzadeh 41 8 0 12 Dec 2023
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System Haotian Wang Xiyuan Du Weijiang Yu Qianglong Chen Kun Zhu Zheng Chu Lian Yan Yi Guan 32 10 0 08 Dec 2023
Digital Life Project: Autonomous 3D Characters with Social Intelligence Zhongang Cai Jian-Dong Jiang Zhongfei Qing Xinying Guo Mingyuan Zhang ... Yukun Wei Xiaogang Wang Chen Change Loy Lei Yang Ziwei Liu VGen 33 24 0 07 Dec 2023
AVA: Towards Autonomous Visualization Agents through Visual Perception-Driven Decision-Making Shusen Liu Haichao Miao Zhimin Li M. Olson Valerio Pascucci P. Bremer 30 9 0 07 Dec 2023
Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and Layers Nuo Chen Ning Wu Shining Liang Ming Gong Linjun Shou Dongmei Zhang Jia Li LRM 19 9 0 07 Dec 2023
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia Giovanni Monea Maxime Peyrard Martin Josifoski Vishrav Chaudhary Jason Eisner Emre Kiciman Hamid Palangi Barun Patra Robert West KELM 51 12 0 04 Dec 2023
Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games Dekun Wu Haochen Shi Zhiyuan Sun Bang Liu LLMAG 29 16 0 01 Dec 2023
Scalable AI Safety via Doubly-Efficient Debate Jonah Brown-Cohen Geoffrey Irving Georgios Piliouras 32 15 0 23 Nov 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions S. Cao Jiajie Zhang Jiaxin Shi Xin Lv Zijun Yao Qingwen Tian Juanzi Li Lei Hou LRM 29 13 0 23 Nov 2023
Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents Zihao Zhou Bin-Bin Hu Chenyang Zhao Pu Zhang Bin Liu LLMAG 29 9 0 22 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 42 53 0 20 Nov 2023
Distilling and Retrieving Generalizable Knowledge for Robot Manipulation via Language Corrections Lihan Zha Yuchen Cui Li-Heng Lin Minae Kwon Montse Gonzalez Arenas Andy Zeng Fei Xia Dorsa Sadigh 35 36 0 17 Nov 2023
MacGyver: Are Large Language Models Creative Problem Solvers? Yufei Tian Abhilasha Ravichander Lianhui Qin Ronan Le Bras Raja Marjieh Nanyun Peng Yejin Choi Thomas L. Griffiths Faeze Brahman AI4CE LLMAG 15 11 0 16 Nov 2023
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations Wenjie Mo Lyne Tchapmi Qin Liu Jiong Wang Jun Yan Chaowei Xiao Muhao Chen Muhao Chen AAML 61 17 0 16 Nov 2023
ToolTalk: Evaluating Tool-Usage in a Conversational Setting Nicholas Farn Richard Shin LLMAG ELM 37 14 0 15 Nov 2023
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification Haoqiang Kang Juntong Ni Huaxiu Yao HILM LRM 32 33 0 15 Nov 2023
Towards A Unified View of Answer Calibration for Multi-Step Reasoning Shumin Deng Ningyu Zhang Nay Oo Bryan Hooi LRM 48 1 0 15 Nov 2023
How Well Do Large Language Models Truly Ground? Hyunji Lee Se June Joo Chaeeun Kim Joel Jang Doyoung Kim Kyoung-Woon On Minjoon Seo HILM 33 6 0 15 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 37 81 0 14 Nov 2023
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA Dhruv Agarwal Rajarshi Das Sopan Khosla Rashmi Gangadharaiah OffRL 18 7 0 14 Nov 2023
AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems Sasu Tarkoma Roberto Morabito Jaakko Sauvola 23 19 0 10 Nov 2023
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents Shilong Liu Hao Cheng Haotian Liu Hao Zhang Feng Li ... Hang Su Jun Zhu Lei Zhang Jianfeng Gao Chun-yue Li MLLM VLM 56 105 0 09 Nov 2023
ADaPT: As-Needed Decomposition and Planning with Language Models Archiki Prasad Alexander Koller Mareike Hartmann Peter Clark Ashish Sabharwal Mohit Bansal Tushar Khot LM&Ro 29 76 0 08 Nov 2023
SAGE: Smart home Agent with Grounded Execution D. Rivkin F. Hogan Amal Feriani Abhisek Konar Adam Sigal Steve Liu Gregory Dudek LM&Ro LLMAG ELM LRM 34 3 0 01 Nov 2023
Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models Xue Yan Yan Song Xinyu Cui Filippos Christianos Haifeng Zhang D. Mguni Jun Wang LRM 119 6 0 27 Oct 2023
R $^3$ Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context Qingyuan Tian Hanlun Zhu Lei Wang Yang Li Yunshi Lan LRM ReLM 16 7 0 25 Oct 2023
RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models Zefan Wang Zichuan Liu Yingying Zhang Aoxiao Zhong Lunting Fan Lingfei Wu Qingsong Wen 41 24 0 25 Oct 2023
LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis Shih-Chieh Dai Aiping Xiong Lun-Wei Ku 27 64 0 23 Oct 2023
CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks Hoang Nguyen Ye Liu Chenwei Zhang Tao Zhang Philip S. Yu LRM 26 13 0 23 Oct 2023
AllTogether: Investigating the Efficacy of Spliced Prompt for Web Navigation using Large Language Models Jiarun Liu Wentao Hu Chunhong Zhang 30 2 0 20 Oct 2023
ToolChain: Efficient Action Space Navigation in Large Language Models with A Search Yuchen Zhuang Xiang Chen Tong Yu Saayan Mitra Victor S. Bursztyn Ryan A. Rossi Somdeb Sarkhel Chao Zhang LLMAG 36 53 0 20 Oct 2023
AutoMix: Automatically Mixing Language Models Pranjal Aggarwal Aman Madaan Ankit Anand Srividya Pranavi Potharaju Swaroop Mishra ... Karthik Kappaganthu Yiming Yang Shyam Upadhyay Manaal Faruqui Mausam 42 17 0 19 Oct 2023
MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations Heyuan Yao Zhenhua Song Yuyang Zhou Tenglong Ao Baoquan Chen Libin Liu 21 38 0 16 Oct 2023
CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization Bodhisattwa Prasad Majumder Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Niket Tandon Li Zhang Chris Callison-Burch Peter Clark LRM LLMAG CLL 21 37 0 16 Oct 2023
LLaMA Rider: Spurring Large Language Models to Explore the Open World Yicheng Feng Yuxuan Wang Jiazheng Liu Sipeng Zheng Zongqing Lu LLMAG LRM 18 16 0 13 Oct 2023
MemGPT: Towards LLMs as Operating Systems Charles Packer Sarah Wooders Kevin Lin Vivian Fang Shishir G. Patil Ion Stoica Joseph E. Gonzalez RALM 40 127 0 12 Oct 2023
Text Embeddings Reveal (Almost) As Much As Text John X. Morris Volodymyr Kuleshov Vitaly Shmatikov Alexander M. Rush RALM 28 94 0 10 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 43 22 0 08 Oct 2023
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models Yifan Wei Yisong Su Huanhuan Ma Xiaoyan Yu Fangyu Lei Yuanzhe Zhang Jun Zhao Kang Liu LRM 22 10 0 08 Oct 2023
Bridging Low-level Geometry to High-level Concepts in Visual Servoing of Robot Manipulation Task Using Event Knowledge Graphs and Vision-Language Models Chen Jiang Martin Jägersand 40 1 0 05 Oct 2023
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models Saaket Agashe Yue Fan Anthony Reyna Xin Wang LLMAG LRM 102 10 0 05 Oct 2023
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving Hao Sha Yao Mu Yuxuan Jiang Li Chen Chenfeng Xu Ping Luo Shengbo Eben Li Masayoshi Tomizuka Wei Zhan Mingyu Ding 120 159 0 04 Oct 2023
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent Jianing Yang Xuweiyi Chen Shengyi Qian Nikhil Madaan Madhavan Iyengar David Fouhey Joyce Chai LM&Ro LLMAG 43 84 0 21 Sep 2023
LLM Guided Inductive Inference for Solving Compositional Problems Abhigya Sodani Lauren Moos Matthew Mirman LRM 44 1 0 20 Sep 2023
TrafficGPT: Viewing, Processing and Interacting with Traffic Foundation Models Siyao Zhang Daocheng Fu Zhao Zhang Bin Yu Pinlong Cai 13 47 0 13 Sep 2023
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese Hao Wang Sendong Zhao Zewen Qiang Zijian Li Nuwa Xi ... Haoqiang Guo Yuhan Chen Haoming Xu Bing Qin Ting Liu LM&MA AI4MH 26 17 0 08 Sep 2023