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ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning.

Yang Wu, Huayi Zhang, Yizheng Jiao, Lin Ma, Xiaozhong Liu, Jinhong Yu, Dongyu Zhang, Dezhi Yu, Wei Xu

VenueA*EMNLP
Year2025
ProceedingsEMNLP (Findings)

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