How can I improve extractive summarization techniques?
An example of an AI chatbot conversation about improving extractive summarization techniques.
How can I improve extractive summarization techniques?
To improve extractive summarization, consider using advanced algorithms like TextRank or BERT for better context understanding.
What are the key features to focus on when implementing these algorithms?
Focus on sentence importance, coherence, and diversity of the selected sentences to ensure a comprehensive summary.
Can you suggest some tools or libraries for implementing these techniques?
Sure! Libraries like Hugging Face's Transformers, Gensim, and Sumy are great for implementing extractive summarization.
How do I evaluate the quality of my summaries?
You can use metrics like ROUGE, BLEU, or human evaluation to assess the quality and relevance of your summaries.
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