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Questions and Answers
Based on the text, which type of neural networks are the dominant sequence transduction models based on?
Based on the text, which type of neural networks are the dominant sequence transduction models based on?
- Convolutional neural networks
- Recurrent neural networks
- Attention mechanisms
- Both recurrent and convolutional neural networks (correct)
What is the main advantage of the Transformer architecture compared to the best performing models?
What is the main advantage of the Transformer architecture compared to the best performing models?
- It achieves higher BLEU scores
- It is more parallelizable (correct)
- It requires less time to train
- It includes both recurrent and convolutional neural networks
What is the BLEU score achieved by the model on the WMT 2014 English-to-German translation task?
What is the BLEU score achieved by the model on the WMT 2014 English-to-German translation task?
- 3.5
- 41.8
- 28.4 (correct)
- 2
How does the Transformer architecture differ from other models in terms of recurrence and convolutions?
How does the Transformer architecture differ from other models in terms of recurrence and convolutions?
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What is the training duration of the model on eight GPUs for the WMT 2014 English-to-French translation task?
What is the training duration of the model on eight GPUs for the WMT 2014 English-to-French translation task?
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