Frontiers in AI – Francis Bach
Frontiers in Artificial Intelligence is a series of public lectures at Microsoft Research Cambridge featur-ing leading researchers in the field, focusing on the cutting edge topics at the intersection of machine learning, statistics, and artificial…
Humans, Machines, and Work: The Future is Now
Automation, driven by technological progress, has been increasing inexorably for the past several decades. Two schools of economic thinking have for many years been engaged in a debate about the potential effects of automation on…
Contextual Representation for Natural Language Understanding
Neural Machine Translation provides very useful representation for the language in context. The sentences and words representation leaned from Neural Machine translation models can be efficiently used to boost the performance of many Natural Language…
Semi-Supervised Universal Neural Machine Translation
Machine translation has become a crucial component for enabling global communication. Millions of people are using online translation systems and mobile applications to communicate across language barriers. Machine translation has made rapid advances in recent…