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cs.CL2026
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…
cs.CL2025
Detecting AI-Generated Paraphrases in Bengali: A Comparative Study of Zero-Shot and Fine-Tuned Transformers
Md. Rakibul Islam, Most. Sharmin Sultana Samu, Md. Zahid Hossain +2
Large language models (LLMs) can produce text that closely resembles human writing. This capability raises concerns about misuse, including disinformation and content manipulation.…