BenNumEval: A Benchmark to Assess LLMs' Numerical Reasoning Capabilities in Bengali. - Kawsar Ahmed; Md Osama; Omar Sharif; Eftekhar Hossain; Mohammed Moshiul Hoque (ACL (Findings), 2025)

CUET_INSights@NLU of Devanagari Script Languages 2025: Leveraging Transformer-based Models for Target Identification in Hate Speech. - Farjana Alam Tofa; Lorin Tasnim Zeba; Md Osama; Ashim Dey (COLING Workshops, 2025)

BeliN: A novel corpus for Bengali religious news headline generation using contextual feature fusion. - Md Osama; Ashim Dey; Kawsar Ahmed; Muhammad Ashad Kabir (Nat. Lang. Process. J., 2025)