The answer
Yes, 1D CNNs are sometimes used for text classification tasks to detect local word patterns.
What are Convolutional Neural Networks (CNN) in Computer Vision?
Can CNNs be used for text data?
More FAQs in What are Convolutional Neural Networks (CNN) in Computer Vision?
CNNs preserve spatial relationships between pixels and share weights across filters, dramatically reducing parameter counts.
Adding border pixels (usually zeros) to the input image to prevent the edges from shrinking after convolution operations.
The number of pixels by which the convolution filter moves in each step across the image.
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