SenseClusters is a natural language processing package that allows you to cluster similar contexts or to identify clusters of related words.
SenseClusters supports its own native methods based on first and second order representations of context, and also supports Latent Semantic Analysis. It is fully unsupervised, and can automatically discover the optimal number of clusters in your text.
SenseClusters is a complete system that takes users from preprocessing of raw text to providing clustered output.
What's New in This Release:
· Full support for Latent Semantic Analysis was introduced.
· Both contexts and words may be clustered using either native SenseClusters methods (first or second order) or Latent Semantic Analysis.