2nd International Workshop on Multimodal Conversational AI

Keynote

Conversational AI Efforts within Facebook AI Applied Research

The goal of the conversational AI team at Facebook AI Applied Research team is to create AI driven dialog capabilities with the augmented/virtual reality product focus. This talk provides an overview of our recent efforts on data collection, multimodal dialog, pipelined model-based policies and end-to-end architectures.

Alborz Geramifard is a senior research manager at Facebook AI supporting the Conversational AI. Prior to joining Facebook, he led the conversational AI team at Amazon Alexa and created more than a dozen of NLU models shipped into production. Prior to Amazon, he was a postdoctoral fellow at MIT’s Laboratory for Information & Decision Systems. He received his PhD from MIT in 2011 and MSc from University of Alberta in 2008, both with the focus on reinforcement learning. Alborz was the recipient of the NSERC postgraduate scholarships 2010-2012 program. He has contributed to the community in various roles including the guest editor for Machine Learning Journal and AI Magazine and Area Chair for EMNLP and ACL.