In this type of summarization, the important phrases or keywords in a document are extracted and concatenated to get a short summary.

The main advantage is that it is simple and robust, since the extracted text is taken directly from the document. The disadvantage of this method is that we may not be able to obtain new paraphrasing, which produces clarity in the summary. In the next section, we will briefly look at extractive summarization using gensim.