arXiv:2605.10318v1 Announce Type: new
Abstract: Large language models (LLMs) allow users to query databases using natural language by translating questions into executable queries. Despite strong progress on tasks such as Text2SQL, Text2SPARQL, and Te…
arXiv:2605.10373v1 Announce Type: cross
Abstract: Large language models have significantly improved natural language interfaces to databases by translating user questions into executable queries. In particular, Text2Cypher focuses on generating Cypher…
arXiv:2601.16097v2 Announce Type: replace
Abstract: Large Language Models enable users to access database using natural language interfaces using tools like Text2SQL, Text2SPARQL, and Text2Cypher, which translate user questions into structured databas…