Automated Instruction Revision (AIR): A Structured Comparison of Task Adaptation Strategies for LLM
arXiv:2604.09418v1 Announce Type: cross
Abstract: This paper studies Automated Instruction Revision (AIR), a rule-induction-based method for adapting large language models (LLMs) to downstream tasks using limited task-specific examples. We position AI…