Markus Dreyer is a machine learning scientist at Amazon. He has been part of the Alexa group since 2015, leading projects in natural language understanding and question answering. He has published on transfer learning, semi-supervised learning, graphical models, semantic parsing, neural lattice parsing, and entity linking.