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
Reducing Transformer Depth on Demand with Structured Dropout
Angela Fan, Edouard Grave, Armand Joulin
ICLR - April 26, 2020
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs
Angela Fan, Claire Gardent, Chloé Braud, Antoine Bordes
EMNLP - November 3, 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
EMNLP - November 1, 2019
ELI5: Long Form Question Answering
Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli
ACL - July 28, 2019
Strategies for Structuring Story Generation
Angela Fan, Mike Lewis, Yann Dauphin
ACL - July 26, 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
NAACL - June 3, 2019
Pay less attention with Lightweight and Dynamic Convolutions
Felix Wu, Angela Fan, Alexei Baevski, Yann Dauphin, Michael Auli
ICLR - June 3, 2019
Generative Question Answering: Learning to Answer the Whole Question
Mike Lewis, Angela Fan
ICLR - May 6, 2019
Controllable Abstractive Summarization
Angela Fan, David Grangier, Michael Auli
ACL NMT Workshop 2018 - July 20, 2018
Hierarchical Neural Story Generation
Angela Fan, Michael Lewis, Yann Dauphin
ACL 2018 - July 15, 2018
Language Modeling with Gated Convolutional Networks
Yann Dauphin, Angela Fan, Michael Auli, David Grangier
ICML - August 6, 2017