How does Kinyarwanda NLP work?
- Tokenization. This method breaks text into smaller units, such as words or phrases, facilitating further analysis.
- Part-of-Speech Tagging. This technique assigns grammatical categories to each word in a sentence, enhancing understanding of sentence structure.
- Named Entity Recognition. This process identifies and categorizes key entities in text, such as names, organizations, and locations, aiding in information extraction.
- Sentiment Analysis. This method evaluates the sentiment expressed in text, determining whether it is positive, negative, or neutral, which can be useful in various applications.