Topic modelling refers to the task of identifying topics that best describes a set of documents. These topics will only emerge during the topic modelling process (therefore called latent). And one…
In natural language understanding, there is a hierarchy of lenses through which we can extract meaning - from words to sentences to paragraphs to documents. At the document level, one of the most useful ways to understand text is by analyzing its topics.
Y. Chen, H. Dong, и W. Wang. Proceedings of the 2018 International Conference on Data Science and Information Technology, стр. 138--143. New York, NY, USA, ACM, (2018)
A. Hendrickson, J. Wang, и M. Atzmueller. Proc. 24th International Symposium on Methodologies for Intelligent Systems (ISMIS), Heidelberg, Germany, Springer Verlag, ((accepted) 2018)