AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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SQL has been augmented with AI operators, enabling modern data analytics platforms to derive insights from both structured and unstructured data. We observe that while current Text-to-SQL systems can successfully generate these AI-augmented queries, reliably evaluating their correctness remains a critical open challeng...
This work formalizes Text-to-SQL verification as a standalone task: assessing whether a candidate SQL query semantically satisfies a natural language request, without access to ground-truth labels, and proposes and compares two modular verification strategies.
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