Surrogate modeling for interpreting black-box LLMs in medical predictions

Changho Han, Songsoo Kim, Dong Won Kim +4

Large language models (LLMs), trained on vast datasets, encode extensive real-world knowledge within their parameters, yet their black-box nature obscures the mechanisms and extent…