SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning

Item #:

079017-3153

Details

DOI: https://doi.org/10.52202/079017-3153
Author(s): Yucong Dai, Yexiao He, Ang Li, Zheyu Shen, Guoheng Sun, Hongyi Wang, Ziyao Wang, Yongkai Wu
Pages: 99382-99403 (22 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-3153
Author(s): Yucong Dai, Yexiao He, Ang Li, Zheyu Shen, Guoheng Sun, Hongyi Wang, Ziyao Wang, Yongkai Wu
Pages: 99382-99403 (22 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)