L2D-Clinical: Learning to Defer for Adaptive Model Selection in Clinical Text Classification

Rishik Kondadadi, John E. Ortega

Clinical text classification requires choosing between specialized fine-tuned models (BERT variants) and general-purpose large language models (LLMs), yet neither dominates across…