The conversation between human and AI assistant.
What are the advantages and disadvantages of Latent Dirichlet Allocation?
Are there any other limitations to LDA?
Yes, one limitation is that it assumes a bag-of-words representation of documents, which does not take into account the order or context of the words. LDA also requires the user to specify the number of topics beforehand, which can be challenging if the number of topics is unknown or constantly changing.