How does Nepali Sentiment Analysis work?
- Lexicon-Based Approach. A method that uses a predefined list of words associated with specific sentiments to evaluate the overall sentiment of the text.
- Machine Learning. This technique involves training algorithms on labeled datasets to classify the sentiment of new text based on learned patterns.
- Deep Learning. Utilizes neural networks to understand and classify sentiments by learning from vast amounts of data in a hierarchical manner.
- Rule-Based Techniques. These involve creating specific rules and heuristics to evaluate the sentiment of text based on linguistic patterns and structures.