For GS11 and KS14 the utterance tokens are POS-tagged and lemmatized; for NWE, we test the vectors in both a lemmatized and an un-lemmatized version of the corpus.
in a further step, the vector space was normalized and projected onto a 300-dimensional space using singular value decomposition (SVD).