2025
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only
ACL 2025finding
Instruction tuning stands as a crucial advancement in leveraging large language models (LLMs) for enhanced task performance. However, the annotation of instruction datasets has traditionally been expensive and laborious, often relying on manual annotations or costly proprietary LLMs. Recent works ex…