AI RESEARCH

Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning

arXiv CS.AI

ArXi:2605.30039v1 Announce Type: new Large Language Models have nstrated remarkable progress in general-purpose capabilities and can achieve strong performance in specific domains through fine-tuning on domain-specific data. However, acquiring high-quality data for target domains remains a significant challenge.