In this experiment, we analyze the influence that position-weighted frequent words in a document would have on the performance of PositionRank.
we compare the performance of the model that aggregates information from all positions of a word's occurrences, referred as PositionRank -full model with that of the model that uses only the first position of a word, referred as PositionRank -fp.