# Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors

> Research article (Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2021) · cited 25× · AI/ML

**Wikidata**: [openalex:W3170470779](https://www.wikidata.org/wiki/openalex:W3170470779)  
**Source**: https://4ort.xyz/entity/transformer-visualization-via-dictionary-learning-contextualized-embedding-as-a-linear-superposition-of-transformer-fact