Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
our hands!” Both are ostensibly about the same topic of Covid-19 cleanliness, but contain none of the same content words. This problem manifests itself in topics that are noisy and difficult to interpret (incoherent). To demonstrate this, we created a fake data set consisting of imaginary tweets