A source-derived baseline for Integrated Gradients gives signed, species-specific attributions for disease-versus-health decisions in a feature-tokenized microbiome transformer, something unsigned attention weights cannot provide.
McIver, Kelsey N
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Beyond Attention: Signed Integrated Gradients Attribution in a BiomeGPT-Style Microbiome Transformer
A source-derived baseline for Integrated Gradients gives signed, species-specific attributions for disease-versus-health decisions in a feature-tokenized microbiome transformer, something unsigned attention weights cannot provide.