How does Russian Text Summarizer work?
- Extractive Summarization. This method selects direct excerpts from the original material and combines them to form a shorter version while preserving the original meaning.
- Abstractive Summarization. This method involves generating new sentences that convey the key information from the original text, enabling a more coherent summary.
- Sentence Ranking. By evaluating the importance of each sentence in the document, this method determines which sentences should be included in the summary.
- Language Processing. This encompasses grammar analysis, named entity recognition, and semantic understanding to enhance the summarization quality in Russian text.