Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
is wrong with topic models? Social media documents (posts) are much shorter than books. So, when a topic model looks for the repetition of words that continually appear together within and across documents, it cannot find it. Tweets are particularly short, and because of the ease of posting to