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Huawei HCIP-AI-EI Developer V2.5 Sample Questions:

1. What are the advantages of deep learning-based speech recognition algorithms?

A) Forced alignment of annotated data
B) No data training
C) End-to-end task processing
D) Automated feature extraction

2. Which of the following statements are true about the differences between using convolutional neural networks (CNNs) in text tasks and image tasks?

A) When the CNN is used for text tasks, the kernel size must be the same as the number of word vector dimensions. This constraint, however, does not apply to image tasks.
B) CNNs are suitable for image tasks, but they perform poorly in text tasks.
C) For CNN, there is no difference in handling text or image tasks.
D) Color image input is multi-channel, whereas text input is single-channel.

3. Maximum likelihood estimation (MLE) requires knowledge of the sample data's distribution type.

A) FALSE
B) TRUE

4. The objective of -------- is to extract and classify named entities in a text into pre-defined classes such as names, organizations, locations, time expressions, monetary values, and percentages. (Enter the abbreviation.)

5. ------- is a model that uses a convolutional neural network (CNN) to classify texts.

Solutions: