Not to our surprise, adding ideas improved the performance and our model demonstrated the best performance for both slot filling and intent detection.
as the difficulty of domains associated with 'open-vocabulary' slots increased, like calendar and message, a larger gap in performance emerged to the amount of about a 5% absolute gain for slot filling and about a 1% error rate for intent detection.