ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models

23 May 2023

Dongkuan Xu

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Papers citing "ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models"

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Title
Change-Agent: Towards Interactive Comprehensive Remote Sensing Change Interpretation and Analysis Chenyang Liu Keyan Chen Haotian Zhang Zipeng Qi Zhengxia Zou Z. Shi 177 57 0 28 Mar 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models Zehui Chen Kuikun Liu Qiuchen Wang Wenwei Zhang Jiangning Liu Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ALM AIFin 235 58 0 19 Mar 2024
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs Kinjal Basu Ibrahim Abdelaziz Subhajit Chaudhury Soham Dan Mayank Agarwal Asim Munawar Yara Rizk Vinod Muthusamy Pavan Kapanipathi Luis A. Lastras 268 29 0 23 Feb 2024
AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System Zhiwei Liu Weiran Yao Jianguo Zhang Liangwei Yang Zuxin Liu ... Jason M. Wu Huan Wang Shelby Heinecke Caiming Xiong Silvio Savarese LLMAG 107 45 0 23 Feb 2024
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations M. Sultan Jatin Ganhotra Ramón Fernández Astudillo LRM 117 7 0 19 Feb 2024
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement Zhiyong Wu Chengcheng Han Zichen Ding Zhenmin Weng Zhoumianze Liu Shunyu Yao Tao Yu Lingpeng Kong LLMAG LM&Ro 346 137 0 12 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 497 674 0 09 Feb 2024
Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies Zhixuan Chu Yan Wang Feng Zhu Lu Yu Longfei Li Jinjie Gu LLMAG 119 9 0 06 Feb 2024
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback Jian Guan Wei Wu Zujie Wen Peng Xu Hongning Wang Minlie Huang LRM 141 28 0 02 Feb 2024
Prompt Design and Engineering: Introduction and Advanced Methods Xavier Amatriain LLMAG AI4CE 263 91 0 24 Jan 2024
InfiAgent-DABench: Evaluating Agents on Data Analysis TasksInternational Conference on Machine Learning (ICML), 2024 Xueyu Hu Ziyu Zhao Shuang Wei Ziwei Chai Qianli Ma ... Jiwei Li Kun Kuang Yang Yang Hongxia Yang Leilei Gan LMTD ELM 182 86 0 10 Jan 2024
AutoAct: Automatic Agent Learning from Scratch for QA via Self-PlanningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Shuofei Qiao Ningyu Zhang Runnan Fang Yujie Luo Wangchunshu Zhou Yuchen Eleanor Jiang Chengfei Lv Huajun Chen LLMAG 173 62 0 10 Jan 2024
Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning Filippos Christianos Georgios Papoudakis Matthieu Zimmer Thomas Coste Zhihao Wu ... Yicheng Luo Jianye Hao Youssef Attia El Hili Haitham Bou-Ammar Jun Wang 137 26 0 22 Dec 2023
T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step Zehui Chen Weihua Du Wenwei Zhang Kuikun Liu Jiangning Liu ... Jingming Zhuo Songyang Zhang Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ELM 246 52 0 21 Dec 2023
An LLM Compiler for Parallel Function Calling Sehoon Kim Suhong Moon Ryan Tabrizi Nicholas Lee Michael W. Mahoney Kurt Keutzer A. Gholami LRM 213 98 0 07 Dec 2023
Conditions for Length Generalization in Learning Reasoning Skills Changnan Xiao Bing Liu LRM 193 7 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 277 85 0 20 Nov 2023
Large Language Models for Robotics: A Survey Fanlong Zeng Wensheng Gan Yongheng Wang Ning Liu Philip S. Yu LM&Ro 248 180 0 13 Nov 2023
Agent Lumos: Unified and Modular Training for Open-Source Language Agents Da Yin Faeze Brahman Abhilasha Ravichander Khyathi Chandu Kai-Wei Chang Yejin Choi Bill Yuchen Lin LLMAG 240 55 0 09 Nov 2023
AgentTuning: Enabling Generalized Agent Abilities for LLMs Aohan Zeng Mingdao Liu Rui Lu Bowen Wang Xiao Liu Yuxiao Dong Jie Tang LM&MA ALM LLMAG 292 242 0 19 Oct 2023
Language Agents for Detecting Implicit Stereotypes in Text-to-image Models at Scale Qichao Wang Tian Bian Yian Yin Qifeng Bai Hong Cheng Helen M. Meng Zibin Zheng Liang Chen Bingzhe Wu VLM DiffM 107 6 0 18 Oct 2023
OpenAgents: An Open Platform for Language Agents in the Wild Tianbao Xie Fan Zhou Zhoujun Cheng Peng Shi Luoxuan Weng ... Yiheng Xu Hongjin Su Dongchan Shin Caiming Xiong Tao Yu LLMAG 212 127 0 16 Oct 2023
Formally Specifying the High-Level Behavior of LLM-Based Agents Mayank Agarwal Ibrahim Abdelaziz Ramón Fernández Astudillo Kinjal Basu Soham Dan Yara Rizk Achille Fokoue Pavan Kapanipathi Salim Roukos Luis A. Lastras LLMAG 195 14 0 12 Oct 2023
Lemur: Harmonizing Natural Language and Code for Language AgentsInternational Conference on Learning Representations (ICLR), 2023 Yiheng Xu Hongjin Su Chen Xing Boyu Mi Qian Liu ... Siheng Zhao Lingpeng Kong Bailin Wang Caiming Xiong Tao Yu 159 84 0 10 Oct 2023
Adapting LLM Agents with Universal Feedback in Communication Kuan-Chieh Wang Yadong Lu Michael Santacroce Yeyun Gong Chao Zhang Haoran Pan LLMAG 138 11 0 01 Oct 2023
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration Hongru Wang Huimin Wang Lingzhi Wang Minda Hu Rui Wang Boyang Xue Hongyuan Lu Fei Mi Kam-Fai Wong LRM KELM LLMAG 132 14 0 28 Sep 2023
Text2Reward: Reward Shaping with Language Models for Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2023 Tianbao Xie Siheng Zhao Chen Henry Wu Yitao Liu Qian Luo Victor Zhong Yanchao Yang Tao Yu LM&Ro 239 88 0 20 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 378 259 0 05 Sep 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 438 1,887 0 22 Aug 2023
BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents Zhiwei Liu Weiran Yao Jianguo Zhang Le Xue Shelby Heinecke ... Ran Xu P. Mùi Haiquan Wang Caiming Xiong Silvio Savarese LLMAG 163 98 0 11 Aug 2023
Gentopia: A Collaborative Platform for Tool-Augmented LLMsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Binfeng Xu Xukun Liu Hua Shen Zeyu Han Yuhan Li Murong Yue Zhi-Ping Peng Yuchen Liu Ziyu Yao Dongkuan Xu LLMAG 139 24 0 08 Aug 2023
Insert-expansions for Tool-enabled Conversational Agents Andreas Göldi Roman Rietsche KELM 114 2 0 04 Jul 2023
Domain-specific ChatBots for Science using EmbeddingsDigital Discovery (DD), 2023 Kevin G. Yager 132 14 0 15 Jun 2023
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer ControlInternational Conference on Learning Representations (ICLR), 2023 Longtao Zheng Rongpin Wang Xinrun Wang Bo An LLMAG 224 94 0 13 Jun 2023
Orca: Progressive Learning from Complex Explanation Traces of GPT-4 Subhabrata Mukherjee Arindam Mitra Ganesh Jawahar Sahaj Agarwal Hamid Palangi Ahmed Hassan Awadallah ELM ALM LRM 286 321 0 05 Jun 2023