20 % misspellings increases ATIS and SNIPS SL F1 score to within 1.2 points of performance on the original check set because the sub-tokens of misspelled phrases are now higher recognized as slot values. Using this method, now we have noticed extra performance gains in airports, road names and cities. Ablation study on Slot-particular Datastores:…