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News/Beyond Factual QA: Mentorship-Oriented Question Answering over Long-Form Multilingual Content
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

Beyond Factual QA: Mentorship-Oriented Question Answering over Long-Form Multilingual Content

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Publisher summary· verbatim

arXiv:2601.17173v3 Announce Type: replace-cross Abstract: Question answering systems are typically evaluated on factual correctness, yet many real-world applications-such as education and career guidance-require mentorship: responses that provide reflection and guidance. Existing QA benchmarks rarel

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