Aligning LLMs with Biomedical Knowledge using Balanced Fine-Tuning

arXiv:2511.21075v3 Announce Type: replace-cross Abstract: Engineering LLMs to accelerate life sciences research requires a robust alignment with biomedical knowledge. We observe that biomedical text exhibits a fundamentally different uncertainty structure from general text: dense low-confidence...