Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
used on more traditional document collections. We created Noiseless Latent Dirichlet Allocation (NLDA), an ensemble of TND and LDA, to demonstrate the effectiveness of this type of approach. We take the noise distribution of TND, the topic distribution of LDA, and combine them to create more