CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models

CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models

2 April 2024

Xuechen Liang

Meiling Tao

Yinghui Xia

Jun Wang

JingSong Yang

Papers citing "CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models"

14 / 14 papers shown

Title
Safe Screening Rules for Group OWL Models Runxue Bao Quanchao Lu Yanfu Zhang 34 0 0 04 Apr 2025
Industrial Internet Robot Collaboration System and Edge Computing Optimization Qian Zuo Dajun Tao Tian Qi Jieyi Xie Zijie Zhou Zhen Tian Yu Mingyu 44 2 0 03 Apr 2025
TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation Yuheng Feng Jianhui Wang Kun Li Sida Li Tianyu Shi Haoyue Han Miao Zhang Xueqian Wang DiffM 56 0 0 22 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 128 0 0 16 Mar 2025
LLM Agents for Education: Advances and Applications Zhendong Chu Shen Wang Jian Xie Tinghui Zhu Yibo Yan ... Aoxiao Zhong Xuming Hu Jing Liang Philip S. Yu Qingsong Wen LLMAG ELM 114 1 0 14 Mar 2025
Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT Hediyeh Baban Sai A Pidapar Aashutosh Nema Sichen Lu LLMAG 72 0 0 25 Feb 2025
Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language Models Konstantina Palla José Luis Redondo García C. Hauff Francesco Fabbri Henrik Lindström Daniel R. Taber Andreas Damianou M. Lalmas AILaw 62 0 0 25 Feb 2025
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms Minghe Gao Wendong Bu Bingchen Miao Yang Wu Yunfei Li Juncheng Billy Li Siliang Tang Qi Wu Yueting Zhuang Meng Wang LM&Ro 33 3 0 17 Nov 2024
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system Zeyuan Li Yangfan He Lewei He Jianhui Wang Tianyu Shi Bin Lei Yuchen Li Qiuwu Chen ALM 53 5 0 28 Oct 2024
Self-evolving Agents with reflective and memory-augmented abilities Xuechen Liang Yangfan He Yinghui Xia Xinyuan Song Jianhui Wang ... Keqin Li Jiaqi Chen Jinsong Yang Siyuan Chen Tianyu Shi LLMAG KELM CLL 33 2 0 01 Sep 2024
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 303 11,730 0 04 Mar 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
A linearized framework and a new benchmark for model selection for fine-tuning Aditya Deshpande Alessandro Achille Avinash Ravichandran Hao Li L. Zancato Charless C. Fowlkes Rahul Bhotika Stefano Soatto Pietro Perona ALM 105 46 0 29 Jan 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020