search

BeachWang / DAIL-SQL

A efficient and effective few-shot NL2SQL method on GPT-4.
Apache License 2.0
446 stars 72 forks source link

Database schema #12

Closed huimoran closed 10 months ago

huimoran commented 11 months ago

Hello, I would like to ask, in the text2sql experiment, is your database schema bound with natural language (referring to the question based on the database schema), or is the natural language question independent of the database schema (according to the natural language question to find the matching database schema into the corresponding prompt)?

BeachWang commented 11 months ago

Good questions! In Spider and BIRD datasets, the database schema is bound with natural language. However, it is more common in practical applications that the natural language question is independent with the database schema. It is one of the key points to identify the corresponding database schema in numerous tables in applications of Text2SQL.