[Help] How to generate labels for unsupervised classification? • /r/MachineLearning

I want to classify a collection of documents, but I would also very much like it to be able to generate names for its categories on its own. So - clustering is a way to do unsupervised learning, but how would you expect a computer to be able to generate meaningful names for those clusters?