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

1. Mel-frequency cepstral coefficients (MFCCs) take into account human auditory characteristics by first mapping the linear spectrum to the Mel nonlinear spectrum based on auditory perception, and then converting it to the cepstral domain.

A) TRUE
B) FALSE

2. The accuracy of object location detection can be evaluated using the intersection over union (IoU) value, which is a ratio. The denominator is the overlapping area between the prediction bounding box and ground truth bounding box, and the numerator is the area of union encompassed by both boxes.

A) TRUE
B) FALSE

3. -------- is a text representation method based on the bag of words (BoW) model. It decomposes words into subwords and then adds the vector representations of the subwords to obtain word vectors, fully utilizing character N-gram information. (Fill in the blank.)

4. Which of the following has never been used as a method in the history of NLP?

A) Deep learning-based method
B) Rule-based method
C) Recursion-based method
D) Statistics-based method

5. A text classification task has only one final output, while a sequence labeling task has an output in each input position.

A) TRUE
B) FALSE

Solutions: