How does Italian Named Entity Recognition work?
- Machine Learning. Machine learning algorithms are trained on labeled datasets to recognize patterns and classify entities from text.
- Rule-Based Methods. This approach uses predefined linguistic rules and patterns to identify entities in the text.
- Deep Learning. Deep learning techniques, such as neural networks, analyze text data to learn complex representations that improve entity recognition.
- Transfer Learning. Transfer learning leverages pre-trained models on large datasets, adapting them to recognize entities in Italian-specific contexts.
