Hendrik Schuff

Neighboring Words Affect Human Interpretation of Saliency Explanations

2023 · arXiv (Cornell University)

Word-level saliency explanations ("heat maps over words") are often used to communicate feature-attribution in text-based models. Recent studies found that superficial factors such as word length can distort human interpretation of the communicated saliency scores. …