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importantSYS.SOURCE: CACM Blog• 2026-07-22T21:54:30Z

Text-to-SQL Benchmarking Challenges in Real-World Data Environments

#text-to-sql#benchmarking#data complexity

The article critiques current text-to-sql benchmarks for failing to address real-world data complexities like schema variability and ambiguous queries. It emphasizes the need for more rigorous evaluation frameworks that reflect practical database environments.

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