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SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection
Liangxin Liu1; Xuebo Liu1; Derek F. Wong2; Dongfang Li1; Ziyi Wang1; Baotian Hu1; Min Zhang1
2024-12
Conference NameThe Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)
Source PublicationThe Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)
Conference Date09-12-2024
Conference PlaceVancouver, Canada
Document TypeConference paper
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Affiliation1.Harbin Institute of Technology, Shenzhen
2.University of Macau
Recommended Citation
GB/T 7714
Liangxin Liu,Xuebo Liu,Derek F. Wong,et al. SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection[C], 2024.
APA Liangxin Liu., Xuebo Liu., Derek F. Wong., Dongfang Li., Ziyi Wang., Baotian Hu., & Min Zhang (2024). SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection. The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024).
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