G3R: A Graph-Guided Generate-and-Rerank Framework for Cross-domain Text-to-SQL Generation
Published in Findings of ACL 2023, 2023
G3R combines structured schema graphs with generation and reranking to improve text-to-SQL accuracy on cross-domain benchmarks. The system leverages graph-guided decoding and reranking heuristics to better align natural language queries with executable SQL programs.
Recommended citation: Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang, Zejie Liu, Yunbo Cao, Deyu Zhou. 2023. "G3R: A Graph-Guided Generate-and-Rerank Framework for Cross-domain Text-to-SQL Generation." In Findings of ACL 2023.
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