D. D’souza

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

This work introduces MentorQA, the first multilingual dataset and evaluation framework for mentorship-focused question answering from long-form videos, and defines mentorship-focused evaluation dimensions that go beyond factual accuracy, capturing clarity, alignment, and learning value.