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Provenance Guided Incremental Learning Under Evolving Concept Definitions

arXiv cs.AI · 2026-08-26 Cached

This paper introduces a provenance-guided incremental learning framework to handle rule-induced concept shifts, where target definitions change, and evaluates it on a new benchmark with improved efficiency and accuracy.

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