# Capitalization and punctuation restoration: a survey

> Research article (Artificial Intelligence Review, 2021) · cited 26× · AI/ML

**Wikidata**: [openalex:W3183246637](https://www.wikidata.org/wiki/openalex:W3183246637)  
**Source**: https://4ort.xyz/entity/capitalization-and-punctuation-restoration-a-survey