Shihan Wang

Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification

2025

Reliance on spurious correlations (shortcuts) has been shown to underlie many of the successes of language models.Previous work focused on identifying the input elements that impact prediction.We investigate how shortcuts are actually processed within the …