Search Results for author: Alina Fastowski

Found 2 papers, 1 papers with code

Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers

no code implementations22 May 2024 Tobias Leemann, Alina Fastowski, Felix Pfeiffer, Gjergji Kasneci

We address the critical challenge of applying feature attribution methods to the transformer architecture, which dominates current applications in natural language processing and beyond.

Additive models Feature Importance

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