When you are working with text mining
- you might want to reduce the dimensionality of your problem. The word2vec algorithm
- developed by Tomas Mikolov and others at Google
- offers a nice approach. This page shows how to apply this algorithm within R.
Dmitriy Selivanov. GloVe Word Embeddings. Available at https://cran.r-project.org/web/packages/text2vec/vignettes/glove.html.