Getting Started with Automated Text Summarization - KDnuggets

This function will take the sentence scores we generated above as well as a value for the top k highest scoring sentences to sue for summarization. It will return a string summary of the concatenated top sentences, as well as the sentence scores of the sentences used in the summarization. Let's use the function to generate the summary. And let's check out the summary sentence scores for good measure. The summary seems reasonable at a quick pass, given the text of the article. Try out this simple method on some other text for further evidence.