Simplifly

This Chrome extension is designed to automatically summarize news articles. It grabs the title and body of articles from active tabs, preprocesses the text by removing stop words and stemming using the Porter-Stemmer algorithm. It then creates a sentence graph based on TF-IDF values ​​and cosine similarity, runs Google's PageRank algorithm, and selects the highest-ranked sentences to generate concise summaries.

Install the Chrome extension. Navigate to a news article. Click the extension icon to generate an article summary.

Automatic news article summaries