User Perception of Attention Visualizations: Effects on Interpretability Across Evidence-Based Medical Documents

Andrés Carvallo, Denis Parra, Peter Brusilovsky +4

The attention mechanism is a core component of the Transformer architecture. Beyond improving performance, attention has been proposed as a mechanism for explainability via attenti…