How does Somali Text Summarizer work?
- Extractive Summarization. This method identifies and extracts significant sentences from the original text to create a shorter summary.
- Abstractive Summarization. In this technique, the summarizer generates new sentences that convey the main ideas of the original text rather than simply picking sentences.
- Key Phrase Extraction. This process identifies and highlights key phrases in the text that represent its main topics for better understanding.
- Text Preprocessing. This step involves cleaning and structuring the text for more accurate summarization, including steps like tokenization and normalization.