Sergey Edunov

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 43

Top Topics

Machine Translation

Brazilian Portuguese

Top Venues

Publications

Wenhan Xiong, Jingyu Liu, Igor Molybog, Hejia Zhang, Prajjwal 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
Effective Long-Context Scaling of Foundation Models. NAACL-HLT (2024)
Wenhan Xiong, Jingyu Liu, Igor Molybog, Hejia Zhang, Prajjwal 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
Effective Long-Context Scaling of Foundation Models. CoRR (2023)
Siddharth Dalmia, Dmytro Okhonko, Mike Lewis, Sergey Edunov, Shinji Watanabe, Florian Metze, Luke Zettlemoyer, Abdelrahman Mohamed
LegoNN: Building Modular Encoder-Decoder Models. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal 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, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurélien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom
Llama 2: Open Foundation and Fine-Tuned Chat Models. CoRR (2023)
Marta R. Costa-jussà, 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, Loïc Barrault, Gabriel Mejia Gonzalez, Prangthip 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, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang
No Language Left Behind: Scaling Human-Centered Machine Translation. CoRR (2022)
Siddharth Dalmia, Dmytro Okhonko, Mike Lewis, Sergey Edunov, Shinji Watanabe, Florian Metze, Luke Zettlemoyer, Abdelrahman Mohamed
LegoNN: Building Modular Encoder-Decoder Models. CoRR (2022)
Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave, Armand Joulin, Angela Fan
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web. ACL/IJCNLP (1) (2021)
Zhiyi Ma, Sergey Edunov, Michael Auli
A Comparison of Approaches to Document-level Machine Translation. CoRR (2021)
Chau Tran, Shruti Bhosale, James Cross, Philipp Koehn, Sergey Edunov, Angela Fan
Facebook AI WMT21 News Translation Task Submission. CoRR (2021)
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Michael Auli, Armand Joulin
Beyond English-Centric Multilingual Machine Translation. J. Mach. Learn. Res. 22 (2021)
Chau Tran, Shruti Bhosale, James Cross, Philipp Koehn, Sergey Edunov, Angela Fan
Facebook AI's WMT21 News Translation Task Submission. WMT@EMNLP (2021)
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin
Beyond English-Centric Multilingual Machine Translation. CoRR (2020)
Vladimir Karpukhin, Barlas Oguz, Sewon Min, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih
Dense Passage Retrieval for Open-Domain Question Answering. CoRR (2020)
Haonan Yu, Sergey Edunov, Yuandong Tian, Ari S. Morcos
Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP. ICLR (2020)
Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick S. H. Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih
Dense Passage Retrieval for Open-Domain Question Answering. EMNLP (1) (2020)
Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross B. Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Large scale weakly and semi-supervised learning for low-resource video ASR. CoRR (2020)
Shruti Bhosale, Kyra Yee, Sergey Edunov, Michael Auli
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling. WMT@EMNLP (2020)
Shruti Bhosale, Kyra Yee, Sergey Edunov, Michael Auli
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling. CoRR (2020)
Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer
Multilingual Denoising Pre-training for Neural Machine Translation. CoRR (2020)
Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato, Michael Auli
On The Evaluation of Machine Translation SystemsTrained With Back-Translation. ACL (2020)
Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross B. Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR. INTERSPEECH (2020)
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Training ASR Models By Generation of Contextual Information. ICASSP (2020)
Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer
Multilingual Denoising Pre-training for Neural Machine Translation. Trans. Assoc. Comput. Linguistics 8 (2020)
Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato, Michael Auli
On The Evaluation of Machine Translation Systems Trained With Back-Translation. CoRR (2019)
Alexei Baevski, Sergey Edunov, Yinhan Liu, Luke Zettlemoyer, Michael Auli
Cloze-driven Pretraining of Self-attention Networks. CoRR (2019)
Nathan Ng, Kyra Yee, Alexei Baevski, Myle Ott, Michael Auli, Sergey Edunov
Facebook FAIR's WMT19 News Translation Task Submission. CoRR (2019)
Nathan Ng, Kyra Yee, Alexei Baevski, Myle Ott, Michael Auli, Sergey Edunov
Facebook FAIR's WMT19 News Translation Task Submission. WMT (2) (2019)
Alexei Baevski, Sergey Edunov, Yinhan Liu, Luke Zettlemoyer, Michael Auli
Cloze-driven Pretraining of Self-attention Networks. EMNLP/IJCNLP (1) (2019)
Haonan Yu, Sergey Edunov, Yuandong Tian, Ari S. Morcos
Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP. CoRR (2019)
Sergey Edunov, Alexei Baevski, Michael Auli
Pre-trained language model representations for language generation. NAACL-HLT (1) (2019)
Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave, Armand Joulin
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB. CoRR (2019)
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Training ASR models by Generation of Contextual Information. CoRR (2019)
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli
fairseq: A Fast, Extensible Toolkit for Sequence Modeling. NAACL-HLT (Demonstrations) (2019)
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli
fairseq: A Fast, Extensible Toolkit for Sequence Modeling. CoRR (2019)
Sergey Edunov, Alexei Baevski, Michael Auli
Pre-trained Language Model Representations for Language Generation. CoRR (2019)
Myle Ott, Sergey Edunov, David Grangier, Michael Auli
Scaling Neural Machine Translation. CoRR (2018)
Sergey Edunov, Myle Ott, Michael Auli, David Grangier
Understanding Back-Translation at Scale. EMNLP (2018)
Sergey Edunov, Myle Ott, Michael Auli, David Grangier
Understanding Back-Translation at Scale. CoRR (2018)
Sergey Edunov, Dionysios Logothetis, Cheng Wang, Avery Ching, Maja Kabiljo
Generating Synthetic Social Graphs with Darwini. ICDCS (2018)
Myle Ott, Sergey Edunov, David Grangier, Michael Auli
Scaling Neural Machine Translation. WMT (2018)
Sergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato
Classical Structured Prediction Losses for Sequence to Sequence Learning. NAACL-HLT (2018)
Sergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato
Classical Structured Prediction Losses for Sequence to Sequence Learning. CoRR (2017)
Sergey Edunov, Dionysios Logothetis, Cheng Wang, Avery Ching, Maja Kabiljo
Darwini: Generating realistic large-scale social graphs. CoRR (2016)
Avery Ching, Sergey Edunov, Maja Kabiljo, Dionysios Logothetis, Sambavi Muthukrishnan
One Trillion Edges: Graph Processing at Facebook-Scale. Proc. VLDB Endow. 8 (12) (2015)