FD-NL2SQL is a feedback-driven clinical NL2SQL system that decomposes questions, retrieves exemplars via embeddings, synthesizes SQL, and expands its example bank from user edits plus logic-based mutations to improve without new annotations.
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FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use
FD-NL2SQL is a feedback-driven clinical NL2SQL system that decomposes questions, retrieves exemplars via embeddings, synthesizes SQL, and expands its example bank from user edits plus logic-based mutations to improve without new annotations.