# Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

> Research article (Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025) · cited 38× · AI/ML

**Wikidata**: [openalex:W4412944812](https://www.wikidata.org/wiki/openalex:W4412944812)  
**Source**: https://4ort.xyz/entity/native-sparse-attention-hardware-aligned-and-natively-trainable-sparse-attention