Aligning LLMs with Biomedical Knowledge using Balanced Fine-Tuning

arXiv:2511.21075 · cs.LG, cs.AI · Submitted 2025-11-26 · Read on arXiv

cs.LG, cs.AI

Submitted: 2025-11-26

Updated: 2026-10-06

Terminology

• Balanced Fine-Tuning — 2× in this paper
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• Epistemic Uncertainty — 1× in this paper · explained in 10 episodes
• GRPO — 1× in this paper · explained in 6 episodes

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