Owais Ahmed and Dr. Marriam Bashir 2026. Cross-Linguistic Influence on Prepositional Errors: A Corpus-Based Computational Study. Journal of Language, Literature & Social Affairs . 2, 6 (Jun. 2026), 17–25. DOI:https://doi.org/10.63056/jllsa.2.6.2026.231.