Alexander Miller

Research Engineering Manager

Facebook AI Research
Machine Learning
Natural Language Processing & Speech

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

Google Scholar Profile
ParlAI
Google Scholar Profile
ParlAI

Latest Publications

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

ICLR 2017 - April 24, 2017

Key-Value Memory Networks for Directly Reading Documents

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

EMNLP - June 8, 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

ICLR - April 19, 2016

News

ParlAI: A new software platform for dialog research

May 15, 2017