How does Sinhala Text Summarizer work?
- Extractive Summarization. This method identifies and extracts key sentences from the original text to create a summary that captures core ideas.
- Abstractive Summarization. This technique involves generating new sentences that paraphrase and synthesize the main points of the original text.
- Natural Language Processing (NLP). NLP algorithms analyze text structure and semantics to understand and distill the content accurately.
- Machine Learning. Machine learning models are trained on large datasets to improve the summarization process and adapt to various writing styles.