# On the Expressivity Role of LayerNorm in Transformers’ Attention

> Research article (Findings of the Association for Computational Linguistics: ACL 2023, 2023) · cited 14× · AI/ML

**Wikidata**: [openalex:W4385570239](https://www.wikidata.org/wiki/openalex:W4385570239)  
**Source**: https://4ort.xyz/entity/on-the-expressivity-role-of-layernorm-in-transformers-attention