Conditional Rank Allocation for Taxonomy-Aware Medical Language Model Adaptation
Medical question answering spans specialties and clinical operations that may benefit from different adaptation directions. We propose ARBOR, a parameter-efficient method that selects rank-one components from a shared low-rank basis for each question. An additive gate combines question representations, specialty tags,...
Guang-Yuan Dong, Zi-Wei Hong, Xue-Hao Zhou et al.
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