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cs.CL2026
5-Dialects-BN: Unmasking the Impact of Transliteration on Bangla Dialectal LLMs
Md Mahir Jawad, Galib Mahmud Jim, Rafid Ahmed +3
Large Language Models (LLMs) have achieved remarkable progress across natural language processing (NLP) tasks, yet their capabilities degrade sharply for low-resource languages and…
cs.CL2026
BanglaMemeX: Advancing Cultural Metaphoric Image Interpretation in Bangla with a Multimodal Explainable Dataset
Md. Sadman Sakib, Zisan Mahmud, Md. Fahim Arefin +1
Vision Language Models have achieved strong performance on multimodal benchmarks, yet their ability to reason about culturally grounded and metaphor-rich content remains insufficie…
cs.CL2026
How Good LLMs Are at Answering Bangla Medical Visual Questions? Dataset and Benchmarking
Rafid Ahmed, Intesar Tahmid, Mir Sazzat Hossain +3
Recent advancements in Large Language Models (LLMs) and Large Vision Language Models (LVLMs) have enabled general-purpose systems to demonstrate promising capabilities in complex r…