How does Estonian Named Entity Recognition work?
- Rule-Based Methods. These methods use a set of hand-crafted rules and patterns to identify named entities based on specific formats or keywords.
- Machine Learning. Machine learning techniques leverage algorithms trained on labeled datasets to classify and recognize named entities in text data.
- Deep Learning. Deep learning models, such as neural networks, can automatically learn to extract entities from large datasets without needing extensive feature engineering.
- Hybrid Approaches. Hybrid methods combine rule-based and machine learning techniques to improve accuracy and adapt to the nuances of Estonian language text.
