Abstract: This paper surveys NL2SQL research by defining its core tasks-natural language understanding, schema linking, SQL generation, and verification-while highlighting challenges like semantic ...
Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
Abstract: In the Text-to-SQL task, a significant challenge is enabling parsers to generalize effectively across diverse domains. Key to solving is schema-linking, which involves mapping words to the ...
Have you ever heard the phrase “think before you click”? Far too many bad things can happen by simply clicking a link. You could lose money to an online scam, get your identity stolen, or let ...
Built-in functions, UDFs, materialized results, and integrations with ML and AI models make streaming SQL a compelling choice when building microservices. “It is tempting, if the only tool you have is ...
Forbes contributors publish independent expert analyses and insights. Esther Choy covers leadership with a focus on business storytelling. This voice experience is generated by AI. Learn more. This ...
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