AI RESEARCH
PrismaDV: Automated Task-Aware Data Unit Test Generation
arXiv CS.LG
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ArXi:2604.21765v1 Announce Type: new Data is a central resource for modern enterprises, and data validation is essential for ensuring the reliability of downstream applications. However, existing automated data unit testing frameworks are largely task-agnostic: they validate datasets without considering the semantics and requirements of the code that consumes the data.