How does Irish Text Summarizer work?
- Extractive Summarization. This method identifies and extracts key sentences from the original text to create a summary that retains the main ideas without altering the original phrasing.
- Abstractive Summarization. Abstractive summarization generates new sentences that convey the most important information from the text, often paraphrasing to enhance clarity and coherence.
- Text Ranking. In this technique, sentences are ranked based on their importance, allowing the summarizer to select the most relevant parts of the text to include in the final summary.
- Machine Learning Models. Machine learning models are trained on vast datasets to improve the summarization process, learning to identify patterns and structures that contribute to effective summarization.
