LIME-LLM: Probing Models with Fluent Counterfactuals, Not Broken Text

George Mihaila, Suleyman Olcay Polat, Poli Nemkova +3

Local explanation methods such as LIME (Ribeiro et al., 2016) remain fundamental to trustworthy AI, yet their application to NLP is limited by a reliance on random token masking. T…