Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
these imaginary tweets (Figure 2), we can see how domain-specific noise infects topics. In Figure 2, each column is a topic. Figure 2. Noisy topics. First, we can see that three of the topics contain a variant of the word Covid-19. These words belong in the domain, but they are so general within