BIRD: Distilling Decision Boundaries into Rationales for MLLM Adaptation.

arXiv:2609.33713v1 Announce Type: new Abstract: Adapting general-purpose multimodal large language models (MLLMs) to specialized domains requires learning domain-specific decision criteria, which often hinge on subtle visual distinctions between otherwise plau