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CRUSH4SQL

Mayank Kothyari, Dhruva Dhingra, Sunita Sarawagi, Soumen Chakrabarti. Collective Retrieval Using Schema Hallucination For Text2SQL. EMNLP 2023

About CRUSH4SQL

CRUSH leverages LLM hallucination (generally considered a nuisance) in conjunction with dense retrieval, to identify a small, high-recall subset of schema elements for a downstream Text-to-SQL stage.

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Demo

You can try out our demo for SocialDB by running the CRUSH_demo.ipynb notebook.

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