Note also that, the bestunpruned model (t = 0) has BabelNet hpc-avg of 0.279, which is only 10% lower than the best model, yet the unpruned model has an order of magnitude larger vocabulary and a more fine-grained representation (734 vs. 1,870 clusters).
if coverage is important, the unpruned model is recommended.