Angela Fan
RESEARCH SCIENTIST | PARIS, FRANCE
Angela is a research scientist at Facebook AI Research Paris focusing on machine translation. Previously, Angela did a PhD at INRIA Nancy and FAIR Paris on text generation. Before that, she was a research engineer and received a Bachelor's degree in statistics at Harvard.
Angela's Publications
September 27, 2023
NLP
Effective Long-Context Scaling of Foundation Models
Sinong Wang, Angela Fan, Barlas Oguz, Han Fang, Hao Ma, Hejia Zhang, Igor Molybog, Karthik Abinav Sankararaman, Kshitiz Malik, Louis Martin, Madian Khabsa, Mike Lewis, Praj Bhargava, Rashi Rungta, Rui Hou, Sergey Edunov, Sharan Narang, Shruti Bhosale, Wenhan Xiong, Yashar Mehdad, Jingyu Liu
September 27, 2023
July 18, 2023
CONVERSATIONAL AI
NLP
Llama 2: Open Foundation and Fine-Tuned Chat Models
Moya Chen, Marie-Anne Lachaux, Thibaut Lavril, Hugo Touvron, Adina Williams, Alan Schelten, Amjad Almahairi, Andrew Kuan, Andrew Poulton, Angela Fan, Anthony Hartshorn, Artem Korenev, Aurelien Rodriguez, Binh Tang, Brian Fuller, Cristian Canton Ferrer, Cynthia Gao, Dan Bikel, David Esiobu, Diana Liskovich, Xiaoqing Ellen Tan, Eric Michael Smith, Guillem Cucurull, Hakan Inan, Igor Molybog, Iliyan Zarov, Isabel Kloumann, Puxin Xu, Jenya Lee, Jeremy Fu, Jeremy Reizenstein, Jude Fernandes, Kalyan Saladi, Kevin Stone, Louis Martin, Lukas Blecher, Madian Khabsa, Marcin Kardas, Melanie Kambadur, Naman Goyal, Nikolay Bashlykov, Peter Albert, Praj Bhargava, Punit Singh Koura, Pushkar Mishra, Ranjan Subramanian, Rashi Rungta, Robert Stojnic, Ross Taylor, Ruan Silva, Rui Hou, Saghar Hosseini, Sergey Edunov, Sharan Narang, Shruti Bhosale, Soumya Batra, Thomas Scialom, Todor Mihaylov, Vedanuj Goswami, Viktor Kerkez, Wenyin Fu, Xavier Martinet, Yasmine Babaei, Yinghai Lu, Yixin Nie, Yuchen Zhang, Yuning Mao, Zheng Yan
July 18, 2023
July 06, 2022
No Language Left Behind: Scaling Human-Centered Machine Translation
Shannon Spruit, Chau Tran, Marta Costa-jussa, Al Youngblood, Alex Mourachko, Angela Fan, Anna Sun, Bapi Akula, Christophe Ropers, Cynthia Gao, Daniel Licht, Dirk Rowe, Elahe Kalbassi, Francisco Guzmán, Gabriel Mejia Gonzalez, Guillaume Wenzek, Holger Schwenk, James Cross, Janice Lam, Jean Maillard, Jeff Wang (PM - AI), John Hoffman, Kae Hansanti, Kaushik Ram Sadagopan, Kenneth Heafield, Kevin Heffernan, Loic Barrault, Maha Elbayad, Necip Fazil Ayan, Onur Çelebi, Philipp Koehn, Pierre Andrews, Safiyyah Saleem, Semarley Jarrett, Sergey Edunov, Shruti Bhosale, Skyler Wang, Vedanuj Goswami
July 06, 2022
March 30, 2022
Generating Full Length Wikipedia Biographies The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies
Angela Fan, Claire Gardent
March 30, 2022
November 19, 2020
RESEARCH
SPEECH & AUDIO
Generating Fact Checking Briefs
Angela Fan, Aleksandra Piktus, Antoine Bordes, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Sebastian Riedel, Andreas Vlachos
November 19, 2020
November 09, 2020
November 09, 2020
April 21, 2020
RESEARCH
ML APPLICATIONS
Reducing Transformer Depth on Demand with Structured Dropout
Angela Fan, Armand Joulin, Edouard Grave
April 21, 2020
October 17, 2019
RESEARCH
NLP
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs
Angela Fan, Antoine Bordes, Chloe Braud, Claire Gardent
October 17, 2019
July 11, 2019
RESEARCH
SPEECH & AUDIO
Strategies for Structuring Story Generation
Angela Fan, Mike Lewis, Yann Dauphin
July 11, 2019
May 27, 2019
RESEARCH
SPEECH & AUDIO
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
Michael Auli, Alexei Baevski, Angela Fan, Myle Ott, Nathan Ng, Sam Gross, Sergey Edunov, David Grangier
May 27, 2019
April 19, 2019
RESEARCH
SPEECH & AUDIO
Pay less attention with Lightweight and Dynamic Convolutions
Michael Auli, Alexei Baevski, Angela Fan, Felix Wu, Yann Dauphin
April 19, 2019
July 15, 2018
July 15, 2018
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