How does Welsh Sentiment Analysis work?
- Lexicon-based Approach. This method utilizes predefined lists of words with associated sentiment scores to analyze the sentiment of texts based on their word composition.
- Machine Learning Techniques. This approach involves training classifiers on labeled datasets to predict sentiment based on features extracted from the text.
- Deep Learning Models. Deep learning models, such as neural networks, can capture complex patterns in large datasets to determine sentiment more accurately.
- Rule-based Systems. These systems apply a set of hand-crafted rules to assess sentiment based on text structures and specific linguistic features.
