Ilya Sutskever explains the origins of deep learning
The Robot Brains Podcast
Machine Translation With Neural Networks
The modern way of doing machine translation with neural networks, which is a really masin ksilo. All you need is a large neural network with some way of injesting some representations of words. And now you need to have some way for the neuro networ to injust those signals one at a time. It's called the auto aggressive modelling approach, and it's quite popular right now. The neural networks figure out how to build up their inner machinery so that they will correctly interpret the words as they come in.
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