2026
Cure-SFT: Diagnostic-Guided Data Curation for Instruction Tuning
ICML 2026poster
Instruction data curation is central to improving the instruction-following ability of large language models. However, existing approaches often struggle to simultaneously maintain data quality, diversity, and distributional consistency, largely because they do not explicitly distinguish semantic re…