How does Malay Text Summarizer work?
- Extractive Summarization. This method identifies and extracts key sentences from the original text, preserving the most important information.
- Abstractive Summarization. This approach involves generating new sentences that convey the main ideas of the text, often rephrasing or rewording the information.
- Graph-based Algorithms. Techniques such as TextRank create a graph of words and sentences to analyze and determine relevance based on connectivity and similarity.
- Machine Learning Models. Utilizes trained models to understand context and semantics in Malay text for effective summarization.