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what are the advantages of using transformer networks over RNNs in the field of natural language processing with deep learning?

Question

what are the advantages of using transformer networks over RNNs in the field of natural language processing with deep learning?
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Solution 1

  1. Parallelization: Unlike RNNs, which process inputs sequentially one after the other, Transformer networks can process all inputs in parallel at once. This makes them much faster and more efficient, especially when dealing with large datasets.

  2. Handling Long-Term Dependencies: RNNs have difficu Knowee AI is a powerful AI-powered study tool designed to help you to solve study problem.

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