Artificial Intelligence in Language Corpus Construction: A Structured Review of Pipelines, Failure Modes, and Validation Requirements. American Scholar: Journal of Interdisciplinary Research and Knowledge, [S. l.], v. 1, n. 05, p. 191–202, 2026. Disponível em: http://scientajournals.com/index.php/1/article/view/185. Acesso em: 24 aug. 2026.