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A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions

Year: 2026
Type: conference-paper
Abstract: Zhiyin Yu, Yuchen Mou, Juncheng Yan, Junyu Luo, Chunchun Chen, Xing Wei, Yunhui Liu, Hongru Sun, Yuxing Zhang, Jun Xu, Yatao Bian, Ming Zhang, Wei Ye, Tieke He, Jie Yang, Guanjie Zheng, Zhonghai Wu, Bo Zhang, Lei Bai, Xiao Luo. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
DOI: 10.18653/v1/2026.acl-long.1045
Authors: Zhiyin Yu, Yuchen Mou, Juncheng Yan, Junyu Luo, Chunchun Chen, Xing Wei, Yunhui Liu, Hongru Sun, Yuxing Zhang, Jun Xu, Yatao Bian, Ming Zhang, Wei Ye, Tieke He, Jie Yang, Guanjie Zheng, Zhonghai Wu, Bo Zhang, Lei Bai, Xiao Luo
Institutions: Peking University, Shanghai Artificial Intelligence Laboratory, National University of Singapore, Nankai University, Tongji University, Nanjing University, University of Wollongong, Shanghai Jiao Tong University, University of Wisconsin–Madison
Language: English
Open Access status: hybrid
OpenAlex ID: W7166817977
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