Author

Md Fahim

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2026

PRiSM: Partial Ranking via Inter-layer Semantic Measurement for Efficient Fine-tuning of Language Models

PRiSM is proposed, a training-free approach for layer-wise partial fine-tuning that leverages the cosine similarity between pre-trained aggregate token representations across layers to identify inter-layer relationships and achieves competitive performance compared to full fine-tuning.

A. Biswas, Md Fahim, M. Amin et al. · International Conference on... · 0 citations

#natural language process... Preprint Sep 2026

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...

M. Jawad, Galib Mahmud Jim, Rafid Ahmed et al. · 0 citations

#computer vision Preprint Sep 2026

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