The VSM is at the core of most approaches that identify sametopic news stories (Hatzivassiloglou et al., 2000;Brants et al., 2003;Kumaran and Allan, 2005;Atkinson and Van der Goot, 2009).
it has been observed that some word classes (e.g., named entities, noun phrases, collocations) have more significance than the others.