17 Nov 2016 - Macduff Hughes: Seminar TITLE: Bringing Neural Machine Translation to Production at Large Scale ABSTRACT: Deep neural networks for machine translation have produced impressive research results in the last few years (notably from the University of Edinburgh), greatly improving over formerly state-of-the-art statistical methods. Bringing these systems into production for end users presents unique challenges: of scale, speed, features, translation quality, and the ability to diagnose and fix unexpected behavior from deep neural networks. This talk will cover some of those challenges that Google has overcome in converting a large fraction of Google Translate traffic to neural translation, and some of the challenges that still remain. BIO: Macduff Hughes is an Engineering Director at Google, and has led the Translate team there since 2012. Add to your calendar vCal iCal Nov 17 2016 15.30 - 17.00 17 Nov 2016 - Macduff Hughes: Seminar ILCC seminar by Macduff Hughes in IF 4.31/4.33 Informatics Forum 4.31/4.33 Contact
17 Nov 2016 - Macduff Hughes: Seminar TITLE: Bringing Neural Machine Translation to Production at Large Scale ABSTRACT: Deep neural networks for machine translation have produced impressive research results in the last few years (notably from the University of Edinburgh), greatly improving over formerly state-of-the-art statistical methods. Bringing these systems into production for end users presents unique challenges: of scale, speed, features, translation quality, and the ability to diagnose and fix unexpected behavior from deep neural networks. This talk will cover some of those challenges that Google has overcome in converting a large fraction of Google Translate traffic to neural translation, and some of the challenges that still remain. BIO: Macduff Hughes is an Engineering Director at Google, and has led the Translate team there since 2012. Add to your calendar vCal iCal Nov 17 2016 15.30 - 17.00 17 Nov 2016 - Macduff Hughes: Seminar ILCC seminar by Macduff Hughes in IF 4.31/4.33 Informatics Forum 4.31/4.33 Contact
Nov 17 2016 15.30 - 17.00 17 Nov 2016 - Macduff Hughes: Seminar ILCC seminar by Macduff Hughes in IF 4.31/4.33
