Author

Md Mahir Jawad

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Preprint Oct 2026

Constraint-Aware Conversational Job Recommendation in Code-Mixed Low-Resource Settings

Conversational job recommendation requires jointly modeling semantic relevance, user preferences, eligibility requirements, and the noisy language used in real-world career discussions. These challenges are especially pronounced in low-resource, code-mixed settings, where strict constraint matching can incorrectly elim...

Md Arman Hossain, M. Jawad, Fariha Khandaker Moon et al. · 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