Sergey Edunov

Joined

July 2019

Names

Sergey Edunov

Emails

****@fb.com (Confirmed)

Personal Links

Career & Education History

MS student

Moscow Institute of Physics and Technology (mipt.edu)

2003 – 2005

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks
Rylan Schaeffer, Punit Singh Koura, Binh Tang, Ranjan Subramanian, Aaditya K Singh, Todor Mihaylov, Prajjwal Bhargava, Lovish Madaan, Niladri S. Chatterji, Vedanuj Goswami, Sergey Edunov, Dieuwke Hupkes, Sanmi Koyejo, Sharan Narang
- Submitted to ICLR 2025
- Readers: Everyone
Law of the Weakest Link: Cross Capabilities of Large Language Models
Ming Zhong, Aston Zhang, Xuewei Wang, Rui Hou, Wenhan Xiong, Chenguang Zhu, Zhengxing Chen, Liang Tan, Chloe Bi, Mike Lewis, Sravya Popuri, Sharan Narang, Melanie Kambadur, Dhruv Mahajan, Sergey Edunov, Jiawei Han, Laurens van der Maaten
- ICLR 2025 Poster
- Readers: Everyone
Effective Long-Context Scaling of Foundation Models
Jingyu Liu, Wenhan Xiong, 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 et al. (1 additional authors not shown)
- NAACL 2024
- Readers: Everyone
No Language Left Behind: Scaling Human-Centered Machine Translation
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, Loic Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett et al. (18 additional authors not shown)
- 23 Sept 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (Demonstrations) 2019
- Readers: Everyone
Pre-trained language model representations for language generation
Sergey Edunov, Alexei Baevski, Michael Auli
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (1) 2019
- Readers: Everyone
Classical Structured Prediction Losses for Sequence to Sequence Learning
Sergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato
- 2018 (modified: 16 Jul 2019)
- NAACL-HLT 2018
- Readers: Everyone
Understanding Back-Translation at Scale
Sergey Edunov, Myle Ott, Michael Auli, David Grangier
- 2018 (modified: 16 Jul 2019)
- EMNLP 2018
- Readers: Everyone

Co-Authors

View all 84 co-authors