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Found 2 papers, 1 papers with code
Exposing Image Classifier Shortcuts with Counterfactual Frequency (CoF) Tables
The rise of deep learning in image classification has brought unprecedented accuracy but also highlighted a key issue: the use of 'shortcuts' by models.
Tell Me a Story! Narrative-Driven XAI with Large Language Models
Data scientists primarily see the value of SHAPstories in communicating explanations to a general audience, with 92% of data scientists indicating that it will contribute to the ease and confidence of nonspecialists in understanding AI predictions.
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