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The purpose of the Text-to-SQL task is to bridge the gap between natural language and SQL queries. Current approaches mainly rely on large language models (LLMs), but employing them for Text-to-SQL ha ...

A new “semi-formal reasoning” approach forces AI models to trace code paths and justify conclusions, improving accuracy while ...

This technique can be used out-of-the-box, requiring no model training or special packaging. It is code-execution free, which ...

Strategic data selection and curation practices significantly reduce annotation costs and drive development productivity.

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