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Pin-Yu Chen

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#artificial intelligence Preprint Sep 2026

Understanding Confabulation and Rethinking Reconstruction in Activation Explanations

A standardized evaluation framework for unstructured NLA explanations is introduced, measuring information recoverable from explanations, contextual support for their claims, and writing quality, and opening up a direction for improving activation-derived training to encourage more informative, supported, and readable...

Gert Lek, Zi-Xuan Xia, Pin-Yu Chen et al. · 0 citations

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