In general, NE Independent model showed improvement in coherence up to a certain value of α (different in each case), followed by a decline, reaching very low values for NE Independent (x10).
nE Document Dependent model does not introduce new parameters into LDA and manages to achieve best performance in the majority of settings, thus being more stable and easy to use.