Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
through the generative process. Topic Noise Discriminator (TND) does this by probabilistically assigning each word in each document to either a topic or noise distribution, based on the word’s prior probability of being in each distribution. The result is a global noise distribution which