Surgical Alignment in Knowledge Graph Training for Clinical Diagnosis with Large Language Models
A systematic study spanning five KG task formulations, three training paradigms, two KGs, and three base LLMs finds that at the task level, all paradigms improve over the non-finetuned baseline, but methods with comparable in-domain accuracy show substantially different knowledge transfer behavior.
Saksham Khatwani, He Cheng, Majid Afshar et al.
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