I currently have a bunch of extracted news articles to perform news classification. However, the articles are unlabeled. There are about 160k articles therefore manually labeling them is impossible. I'm thinking of clustering the similar news articles together for easier labeling. Is this approach possible?
UPDATE: Now I only want to separate business related news and non-business related news apart.