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What is a key advantage of Transformers over RNN-based models?
A
They process input sequentially, maintaining word order
B
They rely on convolution filters for speed
C
They allow parallel computation and handle long-term dependencies better
D
They require fewer parameters
Explanation:
Transformers have several key advantages over RNN-based models:
This architectural advantage is why Transformers have become the foundation for most state-of-the-art NLP models like BERT, GPT, and T5.