Basir N, Qabulio M, Memon MS, Arain DN, Nizamani SB. A Two-Stage Noisy Pre-training and Fine-tuning Pipeline for Low-Resource Named Entity Recognition in Shahmukhi Punjabi. VFAST trans. softw. eng. [Internet]. 2026 Apr. 10 [cited 2026 May 2];14(2):17-32. Available from: https://vfast.org/journals/index.php/VTSE/article/view/2371