The Second Conversational Intelligence Challenge (ConvAI2)
Alan W. Black, Emily Dinan, Varvara Logacheva, Ryan Lowe, Valentin Malykh, Shrimai Prabhumoye, Alexander Rudnicky, Iulian Serban, Jack Urbanek, Jason Williams
People
Alexander Miller
Research Engineering Manager
I joined FAIR in 2015 as a research engineer after earning a degree in computer science. I’ve worked on deep learning for NLP since I joined the team, focusing on problems in Conversational AI. I started the ParlAI project with Jason Weston in 2017, an open source platform supporting dialog research. I support a team of research engineers advancing the state of the art in areas such as NLP, dialog, speech, vision and machine translation.
Interests
Dialog / conversational AI and NLP
Latest Publications
The Springer Series on Challenges in Machine Learning
Learning through Dialogue Interactions by Asking Questions
Sumit Chopra, Jiwei Li, Marc'Aurelio Ranzato
Dialogue Learning with Human-in-the-Loop
Sumit Chopra, Jiwei Li, Marc'Aurelio Ranzato
Key-Value Memory Networks for Directly Reading Documents
Jesse Dodge, Adam Fisch, Amir-Hossein Karimi
Evaluating Prerequisite Qualities for Learning End-to-end Dialog Systems
Sumit Chopra, Jesse Dodge, Andreea Gane, Xiang Zhang
