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welcome everyone uh to the eggs colloquium today uh weamp;#39;re very lucky to have with us quack lee from google um quack and i actually overlapped for one year at stanford when i was about to graduate clock uh joined stanford as a phd student so heamp;#39;s quite a bit younger than me um so he was also in anderingamp;#39;s lab there and i think it was the first student in andrewamp;#39;s lab that was pretty much all deep learning um and from there he went to google and itamp;#39;s been a lot of deep learning since and quackamp;#39;s record is just absolutely phenomenal so i have to have him here just to give you a sampling of some of the things heamp;#39;s worked on that you might not even remember anymore that people did this because itamp;#39;s such a kind of common thing in todayamp;#39;s toolbox but quack was one of the authors on the sequence to sequence learning paper that kind of showed neural networks can really be used for machine translation and other sequence of s