Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
Twitter, tweets are often poorly edited. Words simply cannot repeatedly appear together in a ten word document the same way that they do in a book. Social media documents present a unique challenge to topic models. There is often not enough repetition of words that belong in the same topic to