Papers by Md Musfique Anwar
BanglaSocialBench: A Benchmark for Evaluating Sociopragmatic and Cultural Alignment of LLMs in Bangladeshi Social Interaction (2026.acl-srw)
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| Challenge: | Large Language Models have demonstrated strong multilingual fluency, but not socially appropriate language use is guaranteed. |
| Approach: | They propose a benchmark to evaluate sociopragmatic competence in Bangla through context-dependent language use rather than factual recall. |
| Outcome: | The proposed benchmark evaluates sociopragmatic competence in Bangla through context-dependent language use rather than factual recall. |