People

Angela Fan

Research Engineer

I am a PhD student at INRIA Nancy and Facebook AI Research Paris, advised by Antoine Bordes, Chloe Braud, and Claire Gardent. I am interested in text generation. Before starting my PhD, I was a research engineer at FAIR for two and a half years and got a Bachelor’s degree in statistics at Harvard.

Interests

Machine learning, natural language processing, and data visualization

Latest Publications

ICML - July 17, 2021

Not All Memories are Created Equal: Learning to Forget by Expiring

Sainbayar Sukhbaatar, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan

EMNLP - November 19, 2020

Generating Fact Checking Briefs

Angela Fan, Aleksandra Piktus, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Andreas Vlachos, Antoine Bordes, Sebastian Riedel

EMNLP - November 14, 2020

Multilingual AMR-to-Text Generation

Angela Fan, Claire Gardent

ICLR - April 26, 2020

Reducing Transformer Depth on Demand with Structured Dropout

Angela Fan, Edouard Grave, Armand Joulin

EMNLP - November 3, 2019

Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs

Angela Fan, Claire Gardent, Chloé Braud, Antoine Bordes

EMNLP - November 1, 2019

Learning to Speak and Act in a Fantasy Text Adventure Game

Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston

ACL - July 28, 2019

ELI5: Long Form Question Answering

Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli

ACL - July 26, 2019

Strategies for Structuring Story Generation

Angela Fan, Mike Lewis, Yann Dauphin

ICLR - June 3, 2019

Pay less attention with Lightweight and Dynamic Convolutions

Felix Wu, Angela Fan, Alexei Baevski, Yann Dauphin, Michael Auli

NAACL - June 3, 2019

FAIRSEQ: A Fast, Extensible Toolkit for Sequence Modeling

Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli

ACL NMT Workshop 2018 - July 20, 2018

Controllable Abstractive Summarization

Angela Fan, David Grangier, Michael Auli

ACL 2018 - July 15, 2018

Hierarchical Neural Story Generation

Angela Fan, Michael Lewis, Yann Dauphin

ICML - August 6, 2017

Language Modeling with Gated Convolutional Networks

Yann Dauphin, Angela Fan, Michael Auli, David Grangier