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Clinically structured rank allocation in BiRG-LoRA boosts medical question answering accuracy while reducing trainable parameters by over 28%.
TriageRA-CCF reveals that leveraging source-side clinical signals can significantly enhance the performance of medical LLMs by optimizing rank budgeting dynamically.
