How does Slovenian Named Entity Recognition work?
- Lexical Analysis. Lexical analysis involves breaking down the text into tokens or words, which can then be analyzed for potential named entities.
- Machine Learning. Machine learning techniques, such as supervised learning, can be used to train models on annotated datasets to recognize named entities in Slovenian texts.
- Rule-based Systems. Rule-based systems utilize predefined linguistic rules to identify and classify named entities based on specific patterns.
- Deep Learning. Deep learning methods, especially those using neural networks, can automatically learn to identify named entities from large datasets without extensive feature engineering.