A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2026 Open access

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Authors: Shengji Tang, Jianjian Cao, Weihao Lin, Jiale Hong, Bo Zhang, Shanshan Hu, Lei Bai, Tao Chen, Wanli Ouyang, Hancheng Ye
DOI: 10.18653/v1/2026.acl-long.578
Cited by: 0

Abstract

Shengji Tang, Jianjian Cao, Weihao Lin, Jiale Hong, Bo Zhang, Shuyue Hu, Lei Bai, Tao Chen, Wanli Ouyang, Peng Ye. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Topic Modeling Natural Language Processing Techniques Text and Document Classification Technologies

Publication details

Journal / source
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Publisher
Association for Computational Linguistics
Pages
12679–12697
Publication date
1 January 2026