How does Malay Named Entity Recognition work?
- Tokenization. Tokenization divides the text into individual words or phrases, making it easier to identify named entities.
- Part-of-Speech Tagging. This method assigns grammatical categories to words, helping to distinguish between different types of entities based on their roles in sentences.
- Machine Learning. Machine learning algorithms are trained on large datasets to automatically recognize and label named entities in new text.
- Deep Learning. Deep learning models use neural networks to learn complex patterns in text data, enhancing the accuracy of NER systems.