GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise

Summary: GenEdit: enterprise Text-to-SQL that decomposes queries via compounding operators for targeted retrieval and plan-guided SQL generation. Interactive copilot applies staged prompt edits and merges regression-tested feedback into a company knowledge set for continuous improvement. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 554
Venue: CIDR
Year: 2025
Pagerank: 5.9425753e-05
Overall Rank: 6,211 | 57.39%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Karime Maamari (Distyl AI)
2. Connor Landy (Distyl AI)
3. Amine Mhedhbi (Polytechnique Montreal)

BibTeX Citation

@inproceedings{maamari_cidr25,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '25},
        title = {{GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Maamari, Karime and Landy, Connor and Mhedhbi, Amine},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,122	BenchPress: A Human-in-the-Loop Annotation System for Rapid Text-to-SQL Benchmark Curation	2026	CIDR	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
90	CrowdDB: Answering Queries with Crowdsourcing	2011	SIGMOD	0.00034951786
250	Answering Queries using Humans, Algorithms and Databases	2011	CIDR	0.00023261164
279	Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation	2024	VLDB	0.00022468369
756	CodeS: Towards Building Open-source Language Models for Text-to-SQL	2024	SIGMOD	0.0001431656
4,050	Revisiting Prompt Engineering via Declarative Crowdsourcing	2024	CIDR	6.9368666e-05

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