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1. Transformer models outperform LSTM when analyzing and processing long-distance dependencies, making them more effective for sequence data processing.
A) FALSE
B) TRUE
2. If OpenCV is used to read an image and save it to variable "img" during image preprocessing, (h, w) = img.
shape[:2] can be used to obtain the image size.
A) FALSE
B) TRUE
3. In the field of deep learning, which of the following activation functions has a derivative not greater than 0.5?
A) SeLU
B) Sigmoid
C) ReLU
D) Tanh
4. Which of the following statements are true about the differences between using convolutional neural networks (CNNs) in text tasks and image tasks?
A) CNNs are suitable for image tasks, but they perform poorly in text tasks.
B) 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.
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.
5. 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.)
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: B,D | Question # 5 Answer: Only visible for members |
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