TokenSHAP: Interpreting Large Language Models with Monte Carlo Shapley Value Estimation

Roni Goldshmidt, Miriam Horovicz

As large language models (LLMs) become increasingly prevalent in critical applications, the need for interpretable AI has grown. We introduce TokenSHAP, a novel method for interpre…