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LakeQuest: A Three-Domain Benchmark for Grounded Question Answering across Data Lakes
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
LakeQuest is a new research benchmark for evaluating question answering systems over heterogeneous, weakly structured data lakes.
Open sourceOneBench interpretation
Institutional assessment
So what
This benchmark directly addresses the difficulty of building production-grade RAG systems over the messy, disparate data sources typical of G-SIB environments, providing a framework for robust model evaluation.
Do what
Your model evaluation and RAG architecture teams should evaluate LakeQuest as a potential standard for assessing enterprise-grade question answering across internal data lakes.