Research Article: Continual Entity Resolution with Drift-Aware Constraints
Abstract
We introduce drift-aware constraints and incremental blocking for continual entity resolution. On two enterprise datasets, F1 improved by 4.1% at 30% lower compute.
Cite this article
Stewart, H. & Kim, K. (2025). Research Article: Continual Entity Resolution with Drift-Aware Constraints. Research Explorations in Global Knowledge & Technology (REGKT), 3 (8). Retrieved from https://regkt.com/article.php?id=158&slug=continual-entity-resolution-with-drift-aware-constraints