Explanation:
The correct answer is option B: Incorporate out-of-domain utterances into the None intent. This helps the model to identify utterances that are not relevant to any of the predefined intents. By adding such utterances to the None intent, you can train your Language Understanding model to better distinguish between valid and out-of-scope interactions.
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In the development of a Language Understanding model tailored for an e-commerce platform, what action is essential for identifying utterances that fall outside the model's domain?
A
Utilize new utterances for testing the model's scope
B
Incorporate out-of-domain utterances into the None intent
C
Develop a prebuilt task entity for the model
D
Initiate the creation of an entirely new model