A high-level review of benchmarks, models, applications, and challenges in LLM-based text-to-SQL, with no new experiments or methods.
Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task,
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A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges
A high-level review of benchmarks, models, applications, and challenges in LLM-based text-to-SQL, with no new experiments or methods.