Unverified50% confidenceFactExact time
The success of existing Text-to-SQL methods on academic datasets is built on the premise that the database has complete schema documentation.
1
Sources
50%
Confidence
Long-term
Relevance
10/27/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedSQL is a classic example of a declarative language, where users declare what data they want and the database query optimizer decides the optimal execution plan on its own.77% similarUnverifiedData analysis Agents require understanding of structured data, precise generation of SQL or code, and consistency in multi-step reasoning.77% similarUnverifiedEmbedding retrieval capabilities within the database layer allows developers to complete the full pipeline from raw data to retrieval results with a single SQL statement.75% similarUnverifiedUnity Catalog为表和列添加业务语义描述后，Text-to-SQL类Agent查询时能理解数据含义从而提升生成SQL准确率75% similarUnverifiedMainstream Text-to-SQL solutions rely on models fine-tuned on standard benchmark datasets such as WikiSQL and Spider.75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1102551API
curl https://kongchang.com/api/v1/knowledge/claims/1102551MCP
get_claim(id=1102551)