For the ATIS corpus, Table 3 shows that our models for both 'Joint' and 'Slot only' achieved comparable results to the state-of-the-art result of slot filling.
our 'Slot only' model provided improvement from 95.78 to 95.93 in comparison to the previous best 'Slot only' model.