作者位次 #4/10ACL 2026Poster· Natural Language Processing
A Scalable Multi- LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
Shengji Tang · Jianjian Cao · Weihao Lin · Jiale Hong · Bo Zhang · Shuyue Hu · LEI BAI · Tao Chen · Wanli Ouyang · Peng Ye
摘要
Existing multi-LLM collaboration systems often encounter scalability challenges when integrating new LLMs and tasks, leading to suboptimal performance. To address this, we propose SMCS, a Scalable Multi-LLM Collaboration System designed to effectively coordinate multiple open-source LLMs. The sys...