Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization
Abstract
Shaohua Duan, Pengcheng Huang, Xinze Li, Zhenghao Liu, Xiaoyuan Yi, Yukun Yan, Shuo Wang, Yu Gu, Ge Yu, Maosong Sun. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Fields of Study & Subjects
Reservoir Engineering and Simulation Methods
Auction Theory and Applications
Machine Learning and Algorithms
Publication details
- Pages
- 3559–3575
- Publication date
- 1 January 2026
- Language
- EN