Topic Modeling

An unsupervised NLP technique that automatically discovers the underlying themes present in a large collection of documents. Rather than classifying documents into predefined categories, topic modeling finds the latent structure in the data, grouping together documents that discuss similar subjects and identifying the key terms associated with each topic.