How does Albanian Sentiment Analysis work?
- Lexicon-based Approach. This approach uses predefined lists of words that are associated with positive or negative sentiments to analyze text and determine overall sentiment.
- Machine Learning. Machine learning models are trained on labeled datasets that classify sentiments, enabling the model to predict sentiments on new, unseen text.
- Deep Learning. Deep learning techniques, such as recurrent neural networks, learn complex patterns in sentiment data and can often outperform traditional methods.
- Hybrid Approaches. These methods combine both lexical and machine learning techniques to leverage the strengths of both approaches for more accurate sentiment analysis.
