We firstly observe that for the vSim baseline, excepting for word vector representation with vector size 50 learned using GloVe from the Twitter collection, word vector representations learned using either CBOW or GloVe are more effective than the one-hot representation.
the difference between the MRR-5 performance is not statistically significant (p > 0.05, paired t-test).