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Ma'ruf Ma'ruf

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#machine learning Preprint Sep 2026

Language Specificity vs. Domain Diversity: Benchmarking Transformers for Bangla Medical NER

It is demonstrated that prompt-only pipelines remain inadequate for structured clinical entity extraction in low-resource language environments, and fine-tuned transformer models outperform the optimal prompting configuration by a factor of 3.76, indicating that pretraining domain diversity can outweigh language specif...

Rakib Abdullah, Ma'ruf Ma'ruf · 0 citations