AutoLink: Autonomous Schema Exploration and Expansion for Scalable Schema Linking in Text-to-SQL at Scale

This article introduces AutoLink, a system designed to improve schema linking in Text-to-SQL tasks. The focus is on scalability and autonomous exploration and expansion of schemas. The research likely explores methods to efficiently link natural language queries to database schemas, which is a crucial step in converting text into SQL queries. The 'at scale' aspect suggests the system is designed to handle large datasets and complex schemas.