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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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M. Osama

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Preprint Aug 2026

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

Large language models (LLMs) have shown strong performance in text generation tasks, yet their effectiveness on headline generation remains sensitive to how input context is selected and presented. In this work, we investigate Bengali news headline generation as a document-level generation task that requires effective...

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

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