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Agentic Data Cleaning Without a Clean Reference: An Experimental Study of Capabilities and Trade-offs

#Agentic #Data #Cleaning #Without #Clean

arXiv:2608.14765v1 Announce Type: new Abstract: Data cleaning without a trusted clean reference is challenging because unusual values may represent either genuine errors or valid observations. This paper studies how different agent capabilities affect reference-free data cleaning and proposes an…