Mixture-of-Agents Enhances Large Language Model Capabilities

7 June 2024

Junlin Wang

Jue Wang

Ben Athiwaratkun

Ce Zhang

James Zou

LLMAG

AIFin

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Papers citing "Mixture-of-Agents Enhances Large Language Model Capabilities"

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Title
Efficient In-Domain Question Answering for Resource-Constrained Environments Isaac Chung Phat Vo Arman Kizilkale Aaron Reite RALM 18 0 0 26 Sep 2024
Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis Sakhinana Sagar Srinivas Vijay Sri Vaikunth Venkataramana Runkana 17 0 0 21 Sep 2024
Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resources Issey Sukeda ELM 24 1 0 18 Sep 2024
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem Qianli Wang Tatiana Anikina Nils Feldhus Simon Ostermann Sebastian Möller Vera Schmitt LRM 27 0 0 11 Sep 2024
AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model Zeyu Zhang Paul Groth Iacer Calixto Sebastian Schelter 26 1 0 06 Sep 2024
Acceptable Use Policies for Foundation Models Kevin Klyman 18 14 0 29 Aug 2024
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents Kexun Zhang Weiran Yao Zuxin Liu Yihao Feng Zhiwei Liu ... Yingbo Zhou Shelby Heinecke Silvio Savarese Huan Wang Caiming Xiong LLMAG 30 16 0 13 Aug 2024
Patched MOA: optimizing inference for diverse software development tasks Asankhaya Sharma 18 0 0 26 Jul 2024
Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design Jared Quincy Davis Boris Hanin Lingjiao Chen Peter Bailis Ion Stoica Matei A. Zaharia 16 4 0 23 Jul 2024
zIA: a GenAI-powered local auntie assists tourists in Italy Alexio Cassani Michele Ruberl Antonio Salis Giacomo Giannese Gianluca Boanelli 19 0 0 16 Jul 2024
AI Safety in Generative AI Large Language Models: A Survey Jaymari Chua Yun Yvonna Li Shiyi Yang Chen Wang Lina Yao LM&MA 29 12 0 06 Jul 2024
CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents Tianqi Xu Linyao Chen Dai-Jie Wu Yanjun Chen Zecheng Zhang ... Shilong Liu Bochen Qian Philip H. S. Torr Bernard Ghanem G. Li 35 14 0 01 Jul 2024
WARP: On the Benefits of Weight Averaged Rewarded Policies Alexandre Ramé Johan Ferret Nino Vieillard Robert Dadashi Léonard Hussenot Pierre-Louis Cedoz Pier Giuseppe Sessa Sertan Girgin Arthur Douillard Olivier Bachem 47 13 0 24 Jun 2024
Towards a Science Exocortex Kevin G. Yager 66 0 0 24 Jun 2024
Meta Reasoning for Large Language Models Peizhong Gao Ao Xie Shaoguang Mao Wenshan Wu Yan Xia Haipeng Mi Furu Wei ReLM LLMAG LRM 38 6 0 17 Jun 2024
Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents Yue Liu Sin Kit Lo Qinghua Lu Liming Zhu Dehai Zhao Xiwei Xu Stefan Harrer Jon Whittle LLMAG AI4CE 20 10 0 16 May 2024
AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models Dong Shu Mingyu Jin Suiyuan Zhu Beichen Wang Zihao Zhou Chong Zhang Yongfeng Zhang ELM 37 12 0 17 Jan 2024
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 152 298 0 03 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
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