AI RESEARCH
Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"?
arXiv CS.CL
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ArXi:2602.21480v3 Announce Type: replace-cross Text-to-SQL and Big Data are both extensively benchmarked fields, yet there is limited research that evaluates them jointly. In the real world, Text-to-SQL systems are often embedded with Big Data workflows, such as large-scale data processing or interactive data analytics. We refer to this as "Text-to-Big SQL". However, existing text-to-SQL benchmarks remain narrowly scoped and overlook the cost and performance implications that arise at scale.