GitHub

Masrz-Reiko/spider-original

Spider is a large human-labeled dataset for complex and cross-domain semantic parsing and text-to-SQL task (natural language interfaces for relational databases). It is released along with our EMNLP ...
GitHub

Text-to-SQL Handbook

Translating users' natural language queries (NL) into SQL queries can significantly reduce barriers to accessing relational databases and support various commercial applications. The performance of ...
IEEE

Leveraging Large Language Model for Enhanced Text-to-SQL Parsing

Abstract: Text-to-SQL conversion, the process of generating SQL queries from natural language input, has gained significant attention due to its potential to simplify database interaction. Although ...
IEEE

Multi-hop Relational Graph Attention Network for Text-to-SQL Parsing

Abstract: Text-to-SQL aims to parse natural language problems into SQL queries, which can provide a simple interface to access large databases enabling SQL novices a quicker entry into databases. As ...