Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
For all the nitty-gritty details, you can read the research paper here. Introduction In social media data sets, especially domain-specific data sets like those pertaining to Covid-19 or the 2020 Presidential Elections, most traditional topic models struggle to effectively filter noise from topics.