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
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 54 153 0 05 Sep 2023
Prompting or Fine-tuning? A Comparative Study of Large Language Models for Taxonomy Construction Boqi Chen Fandi Yi Dániel Varró 37 16 0 04 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 46 520 0 03 Sep 2023
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models Qingyue Wang Y. Fu Yanan Cao Zhiliang Tian Shi Wang Dacheng Tao LLMAG KELM RALM 64 24 0 29 Aug 2023
RecMind: Large Language Model Powered Agent For Recommendation Yancheng Wang Ziyan Jiang Zheng Chen Fan Yang Yingxue Zhou Eunah Cho Xing Fan Xiaojiang Huang Yanbin Lu Yingzhen Yang LLMAG LM&Ro LRM 39 85 0 28 Aug 2023
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models Yasuto Hoshi Daisuke Miyashita Youyang Ng Kento Tatsuno Yasuhiro Morioka Osamu Torii J. Deguchi LRM 32 12 0 21 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yong Liu Gao Huang LLMAG 22 193 0 20 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 43 41 0 01 Aug 2023
The Hitchhiker's Guide to Program Analysis: A Journey with Large Language Models Haonan Li Yu Hao Yizhuo Zhai Zhiyun Qian LLMAG 30 25 0 01 Aug 2023
ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks Y. Kang Jihan Kim AI4CE LLMAG 32 12 0 01 Aug 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Yujia Qin Shi Liang Yining Ye Kunlun Zhu Lan Yan ... Jie Zhou Mark B. Gerstein Dahai Li Zhiyuan Liu Maosong Sun CLL ALM LLMAG ELM LM&MA 78 621 0 31 Jul 2023
Fashion Matrix: Editing Photos by Just Talking Zheng Chong Xujie Zhang Fuwei Zhao Zhenyu Xie Xiaodan Liang DiffM 21 2 0 25 Jul 2023
COLLIE: Systematic Construction of Constrained Text Generation Tasks Shunyu Yao Howard Chen Austin W. Hanjie Runzhe Yang Karthik Narasimhan 47 32 0 17 Jul 2023
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge Gilchan Park Byung-Jun Yoon Xihaier Luo Vanessa López-Marrero Shinjae Yoo Francis J. Alexander 38 10 0 17 Jul 2023
GeoGPT: Understanding and Processing Geospatial Tasks through An Autonomous GPT Yifan Zhang Cheng Wei Shangyou Wu Zhengting He Wenhao Yu 41 28 0 16 Jul 2023
Structured Thoughts Automaton: First Formalized Execution Model for Auto-Regressive Language Models T. Vanderbruggen C. Liao P. Pirkelbauer Pei-Hung Lin LRM ALM 22 2 0 16 Jun 2023
Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence John J. Nay David Karamardian Sarah Lawsky Wenting Tao Meghana Moorthy Bhat Raghav Jain Aaron Travis Lee Jonathan H. Choi Jungo Kasai ELM AILaw 24 57 0 12 Jun 2023
Thought Cloning: Learning to Think while Acting by Imitating Human Thinking Shengran Hu Jeff Clune LM&Ro OffRL LRM AI4CE 35 27 0 01 Jun 2023
Decision-Oriented Dialogue for Human-AI Collaboration Jessy Lin Nicholas Tomlin Jacob Andreas J. Eisner LLMAG 32 26 0 31 May 2023
NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models Gengze Zhou Yicong Hong Qi Wu ELM LM&Ro LLMAG LRM 25 142 0 26 May 2023
On the Tool Manipulation Capability of Open-source Large Language Models Qiantong Xu Fenglu Hong Yangqiu Song Changran Hu Zheng Chen Jian Zhang LLMAG 29 69 0 25 May 2023
ExpertPrompting: Instructing Large Language Models to be Distinguished Experts Benfeng Xu An Yang Junyang Lin Quang Wang Chang Zhou Yongdong Zhang Zhendong Mao ALM 41 131 0 24 May 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting Xingchen Wan Ruoxi Sun H. Dai Sercan Ö. Arik Tomas Pfister ReLM OffRL LRM 18 48 0 23 May 2023
OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities Yuanzhen Xie Tao Xie Mingxiong Lin Wen-Ke Wei Chenglin Li Beibei Kong Lei Chen Chengxiang Zhuo Bo Hu Zang Li RALM LLMAG LRM 27 6 0 23 May 2023
Learning from Mistakes via Cooperative Study Assistant for Large Language Models Danqing Wang Lei Li 32 6 0 23 May 2023
Making Language Models Better Tool Learners with Execution Feedback Shuofei Qiao Honghao Gui Chengfei Lv Qianghuai Jia Huajun Chen Ningyu Zhang LLMAG 43 46 0 22 May 2023
Multimodal Web Navigation with Instruction-Finetuned Foundation Models Hiroki Furuta Kuang-Huei Lee Ofir Nachum Yutaka Matsuo Aleksandra Faust S. Gu Izzeddin Gur LM&Ro 36 92 0 19 May 2023
Introspective Tips: Large Language Model for In-Context Decision Making Liting Chen Lu Wang Hang Dong Yali Du Jie Yan ... Pu Zhao Si Qin Saravan Rajmohan Qingwei Lin Dongmei Zhang LLMAG LRM 37 24 0 19 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings Shibo Hao Tianyang Liu Zhen Wang Zhiting Hu RALM LLMAG 54 173 0 19 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 42 82 0 19 May 2023
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning Wenhao Li Dan Qiao Baoxiang Wang Xiangfeng Wang Bo Jin H. Zha 35 5 0 18 May 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models Jiannan Xiang Tianhua Tao Yi Gu Tianmin Shu Zirui Wang Zichao Yang Zhiting Hu ALM LLMAG LM&Ro CLL 36 94 0 18 May 2023
Active Retrieval Augmented Generation Zhengbao Jiang Frank F. Xu Luyu Gao Zhiqing Sun Qian Liu Jane Dwivedi-Yu Yiming Yang Jamie Callan Graham Neubig RALM 23 254 0 11 May 2023
Unstructured and structured data: Can we have the best of both worlds with large language models? W. Tan 21 1 0 25 Apr 2023
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Jiashuo Sun Yi Luo Yeyun Gong Chen Lin Yelong Shen Jian Guo Nan Duan LRM 41 19 0 23 Apr 2023
Learnings from Data Integration for Augmented Language Models A. Halevy Jane Dwivedi-Yu 27 14 0 10 Apr 2023
Video ChatCaptioner: Towards Enriched Spatiotemporal Descriptions Jun Chen Deyao Zhu Kilichbek Haydarov Xiang Li Mohamed Elhoseiny 25 37 0 09 Apr 2023
Geotechnical Parrot Tales (GPT): Harnessing Large Language Models in geotechnical engineering Krishna Kumar LLMAG AI4CE 19 10 0 04 Apr 2023
Language Models can Solve Computer Tasks Geunwoo Kim Pierre Baldi Stephen Marcus McAleer LLMAG LM&Ro 43 342 0 30 Mar 2023
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection Kai Greshake Sahar Abdelnabi Shailesh Mishra C. Endres Thorsten Holz Mario Fritz SILM 49 436 0 23 Feb 2023
Language Decision Transformers with Exponential Tilt for Interactive Text Environments Nicolas Angelard-Gontier Pau Rodríguez López I. Laradji David Vazquez C. Pal OffRL 31 1 0 10 Feb 2023
A Survey on Transformers in Reinforcement Learning Wenzhe Li Hao Luo Zichuan Lin Chongjie Zhang Zongqing Lu Deheng Ye OffRL MU AI4CE 37 55 0 08 Jan 2023
Iterated Decomposition: Improving Science Q&A by Supervising Reasoning Processes Justin Reppert Ben Rachbach Charlie George Luke Stebbing Ju-Seung Byun Maggie Appleton Andreas Stuhlmuller ReLM LRM 38 17 0 04 Jan 2023
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal KELM RALM LRM 37 380 0 20 Dec 2022
Prompting Is Programming: A Query Language for Large Language Models Luca Beurer-Kellner Marc Fischer Martin Vechev LRM 48 94 0 12 Dec 2022
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models Chan Hee Song Jiaman Wu Clay Washington Brian M Sadler Wei-Lun Chao Yu-Chuan Su LLMAG LM&Ro 45 383 0 08 Dec 2022
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Wenhu Chen Xueguang Ma Xinyi Wang William W. Cohen ReLM ReCod LRM 69 735 0 22 Nov 2022
Measuring and Narrowing the Compositionality Gap in Language Models Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 52 557 0 07 Oct 2022
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 227 502 0 28 Sep 2022
Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango Aman Madaan Amir Yazdanbakhsh LRM 151 116 0 16 Sep 2022