This is the official repository for the paper "E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL". Translating natural language queries into SQL (Text-to-SQL) is a critical task for ...

Why are the terms Query, Key, and Value used in self-attention mechanisms? In the Part 4 of our Transformers series, we break down the intuition reasoning behind the names - Query, Key and Value. By ...

A graduate in Edinburgh has drawn thousands of users to a website he built while searching for work, after turning SQL practice into a set of detective cases instead of conventional tutorials.

Modern key-value stores often utilize Log-Structured Merge Trees (LSM-trees) to achieve high write throughput. However, LSM-trees inherently suffer from high read and write amplification. Keyvalue ...

Abstract: The Text-to-SQL task has significant application prospects in automating relational database query interfaces. It can reduce user learning costs and improve data query efficiency. However, ...