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 - December 12, 2019

The Second Conversational Intelligence Challenge (ConvAI2)

Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander Rudnicky, Jason Williams, Joelle Pineau, Jason Weston

ICLR 2017 - April 24, 2017

Dialogue Learning with Human-in-the-Loop

Jiwei Li, Alexander Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston

ICLR 2017 - April 24, 2017

Learning through Dialogue Interactions by Asking Questions

Jiwei Li, Alexander Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston

EMNLP - June 8, 2016

Key-Value Memory Networks for Directly Reading Documents

Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston

ICLR - April 19, 2016

Evaluating Prerequisite Qualities for Learning End-to-end Dialog Systems

Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander Miller, Arthur Szlam, Jason Weston

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