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cs.CL2026
When Less Is Enough: Context Selection and Prompting Strategies for Bengali News Headline Generation
Muhammad Ashad Kabir, Kawsar Ahmed, Md. Osama
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 select…
cs.CL2025
BeliN: A Novel Corpus for Bengali Religious News Headline Generation using Contextual Feature Fusion
Md Osama, Ashim Dey, Kawsar Ahmed +1
Automatic text summarization, particularly headline generation, remains a critical yet underexplored area for Bengali religious news. Existing approaches to headline generation typ…