Systems and methods for training a virtual assistant

A virtual assistant server comprising:

• a processor;
• and
• a memory coupled to the processor which is configured to be capable of executing programmed instructions stored in the memory to:
• determine a subset of test data corresponding to changes between a first version of training data and a second version of the training data of a virtual assistant;
• create a test suite with the subset of test data;
• run the test suite on a second language model of the virtual assistant created using the second version of the training data;
• generate based on the run the test suite, one or more executable corrective actions to be implemented at a user device;
• and
• provide the one or more executable corrective actions to the user device to implement to train the virtual assistant.

A non-transitory computer-readable medium having stored thereon instructions which when executed by a processor, causes the processor to:

• determine a subset of test data corresponding to changes between a first version of training data and a second version of the training data of a virtual assistant;
• create a test suite with the subset of test data;
• run the test suite on a second language model of the virtual assistant created using the second version of the training data;
• generate based on the run the test suite, one or more executable corrective actions to be implemented at a user device;
• and
• provide the one or more executable corrective actions to the user device to implement to train the virtual assistant.