According to<cite> Mihalcea and Tarau (2004)</cite> , TextRank's best score on the Inspec dataset is achieved when only nouns and adjectives are used to create a uniformly weighted graph for the text under consideration, where an edge connects two word types only if they co-occur within a window of two words.