3 papers
cs.CL2026
Are LLMs Ready to Replace Bangla Annotators?
Md. Najib Hasan, Touseef Hasan, Souvika Sarkar
Large Language Models (LLMs) are increasingly used as automated annotators to scale dataset creation, yet their reliability as unbiased annotators--especially for low-resource and…
cs.CL2025
Investigating Hallucination in Conversations for Low Resource Languages
Amit Das, Md. Najib Hasan, Souvika Sarkar +7
Large Language Models (LLMs) have demonstrated remarkable proficiency in generating text that closely resemble human writing. However, they often generate factually incorrect state…
cs.CL2025
Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders Vs. Classic Encoders
Souvika Sarkar, Md. Najib Hasan, Santu Karmaker
Bangla, a language spoken by over 300 million native speakers and ranked as the sixth most spoken language worldwide, presents unique challenges in natural language processing (NLP…