BASIR, Nazish; QABULIO, Mumtaz; MEMON, Muhammad Suleman; ARAIN, Danish Nazir; NIZAMANI , Sehrish Basir. A Two-Stage Noisy Pre-training and Fine-tuning Pipeline for Low-Resource Named Entity Recognition in Shahmukhi Punjabi. VFAST Transactions on Software Engineering, [S. l.], v. 14, n. 2, p. 17–32, 2026. DOI: 10.21015/vtse.v14i2.2371. Disponível em: https://vfast.org/journals/index.php/VTSE/article/view/2371. Acesso em: 2 may. 2026.