most citedImproving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning

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cs.CL2024★ 1 cited

Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning

Zhili Shen, Pavlos Vougiouklis, Chenxin Diao +3

We focus on Text-to-SQL semantic parsing from the perspective of retrieval-augmented generation. Motivated by challenges related to the size of commercial database schemata and the…