Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
judgement-based methods are far better indicators of topic quality as far as we are concerned. While these methods are not covered in this article, you can find more details in The Evolution of Topic Modeling [Churchill and Singh, 2021 (3)]. These topics are certainly not perfect and