LIG extends integrated gradients to set-to-set maps via L2 scalarization and composes them layer-wise to analyze within-layer ATT and MLP flows on BERT-base and PTB.
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LIG: Layer-wise Integrated Gradients for Within-Layer Flow Analysis in Transformers
LIG extends integrated gradients to set-to-set maps via L2 scalarization and composes them layer-wise to analyze within-layer ATT and MLP flows on BERT-base and PTB.