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Cerebra: Aligning Implicit Knowledge in Interactive SQL Authoring
Cerebra aligns implicit knowledge between users and LLMs during SQL authoring by retrieving context from historical scripts and supporting iterative refinement.
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ExPeerience: Towards AI-Assisted Learnersourcing to Bridge Conceptual Understanding and Problem Solving in Database Programming Education
AI-assisted learnersourcing framework balancing student learning and content reusability in database programming education through structured collaborative roles between learners and LLMs.