Chain of Agents: Large Language Models Collaborating on Long-Context Tasks

4 June 2024

Rui Zhang

Papers citing "Chain of Agents: Large Language Models Collaborating on Long-Context Tasks"

29 / 29 papers shown

Title
A Survey on Collaborative Mechanisms Between Large and Small Language Models Yi Chen JiaHao Zhao HaoHao Han 22 0 0 12 May 2025
An LLM-enabled Multi-Agent Autonomous Mechatronics Design Framework Zeyu Wang Frank P.-W. Lo Qian Chen Yongqi Zhang Chen Lin Xu Chen Zhenhua Yu Alexander J. Thompson Eric M. Yeatman Benny P. L. Lo AI4CE 21 0 0 20 Apr 2025
The Chronicles of Foundation AI for Forensics of Multi-Agent Provenance Ching-Chun Chang Isao Echizen 36 0 0 17 Apr 2025
Self-Resource Allocation in Multi-Agent LLM Systems Alfonso Amayuelas Jingbo Yang Saaket Agashe Ashwin Nagarajan Antonis Antoniades X. Wang William Wang 84 0 0 02 Apr 2025
TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews Huimin Xu Seungjun Yi Terence Lim Jiawei Xu Andrew Well ... Y. Zhang Heng Ji Keshav Pingali Yan Leng Ying Ding LLMAG 83 0 0 26 Mar 2025
GINGER: Grounded Information Nugget-Based Generation of Responses Weronika Łajewska K. Balog 34 0 0 23 Mar 2025
From S4 to Mamba: A Comprehensive Survey on Structured State Space Models Shriyank Somvanshi Md Monzurul Islam Mahmuda Sultana Mimi Sazzad Bin Bashar Polock Gaurab Chhetri Subasish Das Mamba AI4TS 37 0 0 22 Mar 2025
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information Hojun Cho Donghu Kim S. Yang Chan Lee Hunjoo Lee Jaegul Choo 46 1 0 22 Mar 2025
LLMs Working in Harmony: A Survey on the Technological Aspects of Building Effective LLM-Based Multi Agent Systems R. M. Aratchige W. M. K. S. Ilmini LLMAG 38 0 0 13 Mar 2025
DeFine: A Decomposed and Fine-Grained Annotated Dataset for Long-form Article Generation Ming Wang Fang Wang Minghao Hu Li He Haiyang Wang ... Li Li Zhunchen Luo Wei Luo Xiaoying Bai Guotong Geng 56 0 0 10 Mar 2025
Steganography Beyond Space-Time with Chain of Multimodal AI Ching-Chun Chang Isao Echizen 64 0 0 25 Feb 2025
Self-Taught Agentic Long Context Understanding Yufan Zhuang Xiaodong Yu Jialian Wu X. Sun Z. Wang Jiang Liu Yusheng Su Jingbo Shang Zicheng Liu Emad Barsoum LRM 31 0 0 21 Feb 2025
Minions: Cost-efficient Collaboration Between On-device and Cloud Language Models A. Narayan D. Biderman Sabri Eyuboglu Avner May Scott W. Linderman James Zou Christopher Ré 41 0 0 21 Feb 2025
Optimizing Model Selection for Compound AI Systems Lingjiao Chen Jared Quincy Davis Boris Hanin Peter Bailis Matei A. Zaharia James Y. Zou Ion Stoica 40 0 0 20 Feb 2025
LongReason: A Synthetic Long-Context Reasoning Benchmark via Context Expansion Zhan Ling Kang Liu Kai Yan Y. Yang Weijian Lin Ting-Han Fan Lingfeng Shen Zhengyin Du Jiecao Chen ReLM ELM LRM 40 2 0 25 Jan 2025
$LLM$\times$MapReduce: Simplified Long-Sequence Processing using Large Language Models$ LLM $\times$ MapReduce: Simplified Long-Sequence Processing using Large Language Models Zihan Zhou C. Li Xinyi Chen Shuo Wang Yu Chao ... Zhixing Tan Xu Han Xiaodong Shi Zhiyuan Liu Maosong Sun 19 0 0 12 Oct 2024
Geometric Collaborative Filtering with Convergence Hisham Husain Julien Monteil FedML 18 0 0 04 Oct 2024
Role-RL: Online Long-Context Processing with Role Reinforcement Learning for Distinct LLMs in Their Optimal Roles Lewei He Tianyu Shi Pengran Huang Bingzhi Chen Qianglong Chen Jiahui Pan OffRL 21 0 0 26 Sep 2024
CompAct: Compressing Retrieved Documents Actively for Question Answering Chanwoong Yoon Taewhoo Lee Hyeon Hwang Minbyul Jeong Jaewoo Kang KELM RALM MQ 27 4 0 12 Jul 2024
Make Your LLM Fully Utilize the Context Shengnan An Zexiong Ma Zeqi Lin Nanning Zheng Jian-Guang Lou SyDa 44 52 0 25 Apr 2024
Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention Tsendsuren Munkhdalai Manaal Faruqui Siddharth Gopal LRM LLMAG CLL 79 101 0 10 Apr 2024
War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars Wenyue Hua Lizhou Fan Lingyao Li Kai Mei Jianchao Ji Yingqiang Ge Libby Hemphill Yongfeng Zhang LM&Ro LLMAG 111 87 0 28 Nov 2023
Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration Zhenran Xu Senbao Shi Baotian Hu Jindi Yu Dongfang Li Min Zhang Yuxiang Wu LRM LLMAG ALM 47 19 0 14 Nov 2023
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression Huiqiang Jiang Qianhui Wu Xufang Luo Dongsheng Li Chin-Yew Lin Yuqing Yang Lili Qiu RALM 96 179 0 10 Oct 2023
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading Howard Chen Ramakanth Pasunuru Jason Weston Asli Celikyilmaz RALM 66 72 0 08 Oct 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 204 1,701 0 07 Apr 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
An Exploratory Study on Long Dialogue Summarization: What Works and What's Next Yusen Zhang Ansong Ni Tao Yu Rui Zhang Chenguang Zhu Budhaditya Deb Asli Celikyilmaz Ahmed Hassan Awadallah Dragomir R. Radev RALM 62 56 0 10 Sep 2021
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 234 690 0 27 Aug 2021