Multi-Head Attention Visualization¶
Authors: Clark et al. Year: 2019 ArXiv/Link: https://arxiv.org/abs/1912.11370
Summary¶
Analyzed and visualized the behavior of multi-head attention in transformers, providing insights into what attention heads learn.
Key Concepts¶
- Attention visualization
- Attention head specialization
- Interpretability
- Syntactic and semantic patterns
Impact¶
Advanced understanding of how transformers process information through attention
Category¶
Attention Mechanisms