Important model parameters that have been studied include the choice of association and similarity measures (Curran and Moens, 2002) and the use of subsampling and negative sampling techniques (Mikolov et al., 2013c).
the particular effects may be heterogeneous and depend on the task and model (Lapesa and Evert, 2014).