Facebook Artificial Intelligence Research (FAIR) published a paper on using CNNs approach for language translation that is 9 times faster than translation using RNNs.

“A distinguishing component of our architecture is multi-hop attention. An attention mechanism is similar to the way a person would break down a sentence when…