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You May Not Need Attention
Monday Mar 4 2019 23:30 GMT
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You May Not Need Attention
Why This Is Interesting

In NMT, how far can we get without attention and without separate encoding and decoding? To answer that question, we introduce a recurrent neural translation model that does not use attention and does not have a separate encoder and decoder. Our eager translation model is low-latency, writing target tokens as soon as it reads the first source token, and uses constant memory during decoding. It performs on par with the standard attention-based model of Bahdanau et al. (2014), and better on long sentences.

Time of Recording: Monday Mar 4 2019 23:30 GMT