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
Wenhan Xiong, Igor Molybog, Hejia Zhang, Praj Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang, Hao Ma, Jingyu Liu
September 27, 2023
July 18, 2023
CONVERSATIONAL AI
NLP
Llama 2: Open Foundation and Fine-Tuned Chat Models
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Praj Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Andrew Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurelien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom
July 18, 2023
July 06, 2022
No Language Left Behind: Scaling Human-Centered Machine Translation
Marta Costa-jussa, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loic Barrault, Gabriel Mejia Gonzalez, Kae Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alex Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang (PM - AI)
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
Foundational models
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Foundational models
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