Global-to-Local Support Spectrums for Language Model Explainability

Lucas Agussurja, Xinyang Lu, Bryan Kian Hsiang Low

Existing sample-based methods, like influence functions and representer points, measure the importance of a training point by approximating the effect of its removal from training.…