Author

M. Osama

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Preprint Aug 2026

When Less Is Enough: Context Selection and Prompting Strategies for Bengali News Headline Generation

It is highlighted that effective Bengali news headline generation depends more on context relevance and prompt design than on increasing input length, offering practical insights for multilingual and low-resource LLM applications.

Muhammad Ashad Kabir, Kawsar Ahmed, M. Osama · 0 citations