Articles tagged

Text-to-SQL

2 articles

5 min read

A Deep Dive into the Text-to-SQL Revolution: Analyzing the Adaptive Method

Adaptive Text-to-SQL splits the work in two: a Selector retrieves conceptually similar question-schema-SQL triples, a Generator writes the query in-context.

Artificial IntelligenceNatural Language ProcessingSQL
2 min read

RetrySQL: Self-Correcting Query Generation

RetrySQL injects deliberate wrong reasoning steps and a BACK token into text-to-SQL pretraining, lifting OpenCoder 1.5B execution accuracy by 4 points toward GPT-4o.

RetrySQLtext-to-SQLLLM