MechELK: A Mechanistic Interpretability Framework for Eliciting Latent Knowledge in Large Language Models

Ji-jun Park, Soo-joon Choi, Jiwon Jeong +2

Large language models (LLMs) frequently encode factual and reasoning knowledge in their internal representations that is not faithfully reflected in their surface-level outputs --…