LUMOS: Tracing Parametric Knowledge from Training Data to Behavioral Outputs in LLMs

Seoyeon Ye, Gayoung Kim, Jiyoung Hong +2

Current analyses of LLMs' parametric knowledge are largely output-centric, drawing conclusions about what a model knows without verifying what it was actually trained on. This leav…