Open Source Text Processing Project: PyTeaser

Deep Learning Specialization on Coursera

Pyteaser: Summarizes news articles by providing an url

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Github Link:


PyTeaser takes any news article and extract a brief summary from it. It’s based on the original Scala project.

Summaries are created by ranking sentences in a news article according to how relevant they are to the entire text. The top 5 sentences are used to form a “summary”. Each sentence is ranked by using four criteria:

Relevance to the title
Relevance to keywords in the article
Position of the sentence
Length of the sentence

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