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cs.CL2025
Faithful Summarization of Consumer Health Queries: A Cross-Lingual Framework with LLMs
Ajwad Abrar, Nafisa Tabassum Oeshy, Prianka Maheru +2
Summarizing consumer health questions (CHQs) can ease communication in healthcare, but unfaithful summaries that misrepresent medical details pose serious risks. We propose a frame…
cs.CL2025★ 6 cited
Performance Evaluation of Large Language Models in Bangla Consumer Health Query Summarization
Ajwad Abrar, Farzana Tabassum, Sabbir Ahmed
Consumer Health Queries (CHQs) in Bengali (Bangla), a low-resource language, often contain extraneous details, complicating efficient medical responses. This study investigates the…