When active, the thesaurus generated from the reference corpus will be used to provide a list of similar words. Use it to filter the collocates by semantically related words, for example, dog for animals, mango for tropical fruits, move for verbs of motion, happiness for feelings, woman for humans etc.
A higher number will include more synonyms in the search but they will be less related to the keyword.