AIF-C01 Question 104
Select 3A company needs to deploy a natural language understanding (NLU) model for their chatbot. The model must support multiple languages, provide real-time responses with low latency, and allow for customization to fit the company's unique vocabulary. Which criteria should they prioritize when selecting a pre-trained model?
- A
Multi-lingual support
- B
Latency
- C
Model size
- D
Customization capabilities
- E
Cost
Show answer and explanation
Correct answers: A, B, D
Explanation
The company needs a model that supports multiple languages, provides low latency for real-time responses, and can be customized to fit their unique vocabulary. These criteria directly align with the requirements stated in the scenario. While model size and cost may be general considerations, they are not explicitly prioritized here.
- A. Correct.
Multi-lingual support is necessary since the model needs to function in multiple languages for a global audience.
- B. Correct.
Latency is important for real-time responses, as a chatbot requires low response times to ensure a good user experience.
- C. Incorrect.
Model size is not explicitly mentioned as a requirement, so it is less relevant in this specific scenario.
- D. Correct.
Customization capabilities are needed to adapt the model to the company’s unique vocabulary and use case.
- E. Incorrect.
While cost is always a consideration, it is not explicitly mentioned as a priority in this scenario.