Yan-Fang Ye

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data

This paper proposes specification-grounded alignment, a new alignment paradigm that treats provider-authored model specifications as the primary alignment target rather than abstract principles or static benchmarks, and introduces SpecAlign, a framework that synthesizes alignment data directly from specification docume...