The FIX Benchmark: Extracting Features Interpretable to eXperts

Helen Jin, Shreya Havaldar, Chaehyeon Kim +10

Feature-based methods are commonly used to explain model predictions, but these methods often implicitly assume that interpretable features are readily available. However, this is…