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Yi Ai

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Preprint Aug 2026

Bounded Semantic Planning and Deterministic Compilation for Reliable Enterprise Text-to-SQL

This semantic path compilation (SPC) system against direct DDL-to-SQL generation on the ACME insurance benchmark supports an end-to-end systems result, not a causal claim that compilation alone produced the gain, because SPC receives governed semantic artifacts that the DDL baseline does not.

Yi Ai · 0 citations