Ishfaq, A., & Sultan, N. (2026). From Lexicon to Prediction: A Protocol for Transformer Fine-Tuning and Multilingual Validation of a Psycho-Forensic Linguistic Framework for Suicide-Related Discourse Detection. Dyal Singh Journal of Humanities & Social Sciences, 4(1), 44-61. https://dsjhss.gdscl.com.pk/index.php/dsjhss/article/view/71