From Automation to Collaboration: Human-in-the-Loop Methods for Safe and Trustworthy NLP

Most. Sharmin Sultana Samu, MD. Tanvir Ahmed Seum, Md. Rakibul Islam

Large language models are widely deployed in high-stakes NLP tasks, yet risks such as bias, hallucination, adversarial vulnerability and unreliable generalization remain. Probe-bas…