Answer-first summary for fast verification
Answer: Incorporate out-of-scope utterances into the None intent
The correct answer is B: Incorporate out-of-scope utterances into the None intent. By adding utterances that are outside the intended scope of your model to the 'None' intent, you improve the model's ability to correctly identify and handle inputs that do not fit any of the specific intents the model is designed to recognize. This ensures that the model can gracefully handle and ignore irrelevant or out-of-scope queries.
Author: LeetQuiz Editorial Team
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In the development of a Language Understanding model tailored for an e-commerce platform, what action should be taken to enable the model to identify and handle utterances that fall outside its designated operational scope?
A
Export the model
B
Incorporate out-of-scope utterances into the None intent
C
Develop a prebuilt task entity
D
Initiate the creation of a new model
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