Complex sentence: The entries in the vector correspond to terms in the vocabulary, and they have a value of 1 if the term is present within a particular document and 0 if it is absent.
Split into simpler sentences: The entries in the vector correspond to terms in the vocabulary. Binary vectors have a value of 1 if the term is present within a particular document and 0 if it is absent.