Automatic Document Classification via Transformers for Regulations Compliance Management in Large Utility Companies
This work proposes a two-stage document classification system that filters and routes regulatory documents using an ensemble of classical classifiers and a DocBERT-based multi-label model, achieving strong performance on real-world industrial data from Con Edison.