One Trillion Edges: Graph Processing at Facebook-Scale. - Avery Ching; Sergey Edunov; Maja Kabiljo; Dionysios Logothetis; Sambavi Muthukrishnan (Proc. VLDB Endow., 2015)

Darwini: Generating realistic large-scale social graphs. - Sergey Edunov; Dionysios Logothetis; Cheng Wang; Avery Ching; Maja Kabiljo (CoRR, 2016)

Understanding Back-Translation at Scale. - Sergey Edunov; Myle Ott; Michael Auli; David Grangier (EMNLP, 2018)

Generating Synthetic Social Graphs with Darwini. - Sergey Edunov; Dionysios Logothetis; Cheng Wang; Avery Ching; Maja Kabiljo (ICDCS, 2018)

Classical Structured Prediction Losses for Sequence to Sequence Learning. - Sergey Edunov; Myle Ott; Michael Auli; David Grangier; Marc'Aurelio Ranzato (NAACL-HLT, 2018)

Scaling Neural Machine Translation. - Myle Ott; Sergey Edunov; David Grangier; Michael Auli (WMT, 2018)

Cloze-driven Pretraining of Self-attention Networks. - Alexei Baevski; Sergey Edunov; Yinhan Liu; Luke Zettlemoyer; Michael Auli (EMNLP/IJCNLP (1), 2019)

Pre-trained language model representations for language generation. - Sergey Edunov; Alexei Baevski; Michael Auli (NAACL-HLT (1), 2019)

fairseq: A Fast, Extensible Toolkit for Sequence Modeling. - Myle Ott; Sergey Edunov; Alexei Baevski; Angela Fan; Sam Gross; Nathan Ng 001; David Grangier; Michael Auli (NAACL-HLT (Demonstrations), 2019)

Facebook FAIR's WMT19 News Translation Task Submission. - Nathan Ng 001; Kyra Yee; Alexei Baevski; Myle Ott; Michael Auli; Sergey Edunov (WMT (2), 2019)

On The Evaluation of Machine Translation Systems Trained With Back-Translation. - Sergey Edunov; Myle Ott; Marc'Aurelio Ranzato; Michael Auli (CoRR, 2019)

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB. - Holger Schwenk; Guillaume Wenzek; Sergey Edunov; Edouard Grave; Armand Joulin (CoRR, 2019)

On The Evaluation of Machine Translation SystemsTrained With Back-Translation. - Sergey Edunov; Myle Ott; Marc'Aurelio Ranzato; Michael Auli (ACL, 2020)

Dense Passage Retrieval for Open-Domain Question Answering. - Vladimir Karpukhin; Barlas Oguz; Sewon Min; Patrick Lewis 001; Ledell Wu; Sergey Edunov; Danqi Chen 001; Wen-tau Yih (EMNLP (1), 2020)

Training ASR Models By Generation of Contextual Information. - Kritika Singh; Dmytro Okhonko; Jun Liu; Yongqiang Wang 005; Frank Zhang 001; Ross B. Girshick; Sergey Edunov; Fuchun Peng; Yatharth Saraf; Geoffrey Zweig; Abdelrahman Mohamed (ICASSP, 2020)

Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP. - Haonan Yu; Sergey Edunov; Yuandong Tian; Ari S. Morcos (ICLR, 2020)

Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR. - Kritika Singh; Vimal Manohar; Alex Xiao; Sergey Edunov; Ross B. Girshick; Vitaliy Liptchinsky; Christian Fuegen; Yatharth Saraf; Geoffrey Zweig; Abdelrahman Mohamed (INTERSPEECH, 2020)

Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling. - Shruti Bhosale; Kyra Yee; Sergey Edunov; Michael Auli (WMT@EMNLP, 2020)

Dense Passage Retrieval for Open-Domain Question Answering. - Vladimir Karpukhin; Barlas Oguz; Sewon Min; Ledell Wu; Sergey Edunov; Danqi Chen 001; Wen-tau Yih (CoRR, 2020)

Beyond English-Centric Multilingual Machine Translation. - Angela Fan; Shruti Bhosale; Holger Schwenk; Zhiyi Ma; Ahmed El-Kishky; Siddharth Goyal; Mandeep Baines; Onur Celebi; Guillaume Wenzek; Vishrav Chaudhary; Naman Goyal 001; Tom Birch; et al. (CoRR, 2020)

Multilingual Denoising Pre-training for Neural Machine Translation. - Yinhan Liu; Jiatao Gu; Naman Goyal 001; Xian Li 003; Sergey Edunov; Marjan Ghazvininejad; Mike Lewis; Luke Zettlemoyer (Trans. Assoc. Comput. Linguistics, 2020)

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web. - Holger Schwenk; Guillaume Wenzek; Sergey Edunov; Edouard Grave; Armand Joulin; Angela Fan (ACL/IJCNLP (1), 2021)

Facebook AI's WMT21 News Translation Task Submission. - Chau Tran; Shruti Bhosale; James Cross 003; Philipp Koehn; Sergey Edunov; Angela Fan (WMT@EMNLP, 2021)

A Comparison of Approaches to Document-level Machine Translation. - Zhiyi Ma; Sergey Edunov; Michael Auli (CoRR, 2021)

Facebook AI WMT21 News Translation Task Submission. - Chau Tran; Shruti Bhosale; James Cross 003; Philipp Koehn; Sergey Edunov; Angela Fan (CoRR, 2021)

Beyond English-Centric Multilingual Machine Translation. - Angela Fan; Shruti Bhosale; Holger Schwenk; Zhiyi Ma; Ahmed El-Kishky; Siddharth Goyal; Mandeep Baines; Onur Celebi; Guillaume Wenzek; Vishrav Chaudhary; Naman Goyal 001; Tom Birch; et al. (J. Mach. Learn. Res., 2021)

No Language Left Behind: Scaling Human-Centered Machine Translation. - Marta R. Costa-jussà; James Cross 003; Onur Çelebi; Maha Elbayad; Kenneth Heafield; Kevin Heffernan; Elahe Kalbassi; Janice Lam; Daniel Licht; Jean Maillard; Anna Y. Sun; Skyler Wang; et al. (CoRR, 2022)

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; Prajjwal Bhargava; Shruti Bhosale; Dan Bikel; Lukas Blecher; et al. (CoRR, 2023)

LegoNN: Building Modular Encoder-Decoder Models. - Siddharth Dalmia; Dmytro Okhonko; Mike Lewis; Sergey Edunov; Shinji Watanabe 001; Florian Metze; Luke Zettlemoyer; Abdelrahman Mohamed (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Effective Long-Context Scaling of Foundation Models. - 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; et al. (NAACL-HLT, 2024)

Law of the Weakest Link: Cross Capabilities of Large Language Models. - Ming Zhong 005; Aston Zhang; Xuewei Wang; Rui Hou; Wenhan Xiong; Chenguang Zhu 001; Zhengxing Chen; Liang Tan; Chloe Bi; Mike Lewis; Sravya Popuri; Sharan Narang; et al. (ICLR, 2025)

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; et al. (CoRR, 2025)