Detecting Semantic Data Smells with BERT: A Transformer-Based Approach to Data Quality

Gilberto Recupito, Giammaria Giordano, Dario Di Nucci, Fabio Palomba. Detecting Semantic Data Smells with BERT: A Transformer-Based Approach to Data Quality. In Luigi Quaranta, Giulio Mallardi, Antonella Carbonaro, editors, Proceedings of the 1st ECAI Workshop on Machine Learning Operations (MLOps25@ECAI 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 25, 2025. Volume 4109 of CEUR Workshop Proceedings, pages 37-47, CEUR-WS.org, 2025. [doi]

Abstract

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