Maintaining NLU
To ensure that the NLU model does not degrade over time, it is worth maintaining regression tests. We recommend maintaining automated tests to correctly match input phrases to the appropriate processes. Additionally, it is good to maintain a test set of phrases along with their intended intents - such a set can be subjected to training analytics to determine whether the model correctly recognizes the desired intents based on the phrases.
Updated about 1 month ago