2026
PRiSM: Partial Ranking via Inter-layer Semantic Measurement for Efficient Fine-tuning of Language Models
A. Biswas, Md Fahim, M. Amin et al.
· International Conference on... · 0 citations
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5-Dialects-BN: Unmasking the Impact of Transliteration on Bangla Dialectal LLMs
Large Language Models (LLMs) have achieved remarkable progress across natural language processing (NLP) tasks, yet their capabilities degrade sharply for low-resource languages and dialectally diverse settings. Bangla, the world's sixth most spoken language, exemplifies this gap: existing resources overwhelmingly targe...
Md Mahir Jawad, Galib Mahmud Jim, Rafid Ahmed et al.
· 0 citations
BanglaMemeX: Advancing Cultural Metaphoric Image Interpretation in Bangla with a Multimodal Explainable Dataset
BanglaMemeX is introduced, a culturally grounded multimodal benchmark comprising 3,000 Bangla memes annotated with multi-dimensional labels and human-written explanations that explicitly describe textual and visual metaphors.
Md Sadman Sakib, Zisan Mahmud, Mohammad Fahim Arefin et al.
· 0 citations