Similarity in NLP refers to the process of identifying documents or pieces of text that are similar to a given reference document. It often involves scoring the closeness of each document in relation to the query.
However, there is no universal method for measuring similarity, and it is typically tailored to specific applications rather than being a one-size-fits-all approach across industries. Correlation can also refer to the relationship between variables, indicating how closely related they are.