Жергілікті түсіндірілетін қабат

method ID: locallyinterpretablelayer

Related Papers

SELFEXPLAIN: A Self-Explaining Architecture for Neural Text Classifiers

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractWe introduce SelfExplain, a novel self-explaining model that explains a text classifier’s predictions using phrase-based concepts. SelfExplain augments existing neural classifiers by adding (1) a globally interpretable layer that identifies …...

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