Sergey Edunov
RESEARCH ENGINEERING MANAGER | MENLO PARK, UNITED STATES
Sergey is a Research Engineering Manager at Facebook AI Research. He works on natural language processing and speech. Previously he worked on distributed graph analytics and was a part of the Apache Giraph team. He earned a MS degree in Physics in 2005 in the Moscow Institute of Physics and Technology.
Sergey'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
November 18, 2020
RESEARCH
NLP
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling
Michael Auli, Sergey Edunov, Shruti Bhosale, Kyra Yee
November 18, 2020
October 23, 2019
RESEARCH
SPEECH & AUDIO
Cloze-driven Pretraining of Self-attention Networks
Michael Auli, Alexei Baevski, Luke Zettlemoyer, Sergey Edunov, Yinhan Liu
October 23, 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
October 31, 2018
RESEARCH
SPEECH & AUDIO
Understanding Back-Translation at Scale
Michael Auli, Myle Ott, Sergey Edunov, David Grangier
October 31, 2018
October 30, 2018
October 30, 2018
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