fairseq: A fast, extensible toolkit for sequence modeling M Ott, S Edunov, A Baevski, A Fan, S Gross, N Ng, D Grangier, M Auli arXiv preprint arXiv:1904.01038, 2019 | 2271 | 2019 |
Dense passage retrieval for open-domain question answering V Karpukhin, B Oğuz, S Min, P Lewis, L Wu, S Edunov, D Chen, W Yih arXiv preprint arXiv:2004.04906, 2020 | 1402 | 2020 |
Understanding back-translation at scale S Edunov, M Ott, M Auli, D Grangier arXiv preprint arXiv:1808.09381, 2018 | 1022 | 2018 |
Multilingual denoising pre-training for neural machine translation Y Liu, J Gu, N Goyal, X Li, S Edunov, M Ghazvininejad, M Lewis, ... Transactions of the Association for Computational Linguistics 8, 726-742, 2020 | 997 | 2020 |
One trillion edges: Graph processing at facebook-scale A Ching, S Edunov, M Kabiljo, D Logothetis, S Muthukrishnan Proceedings of the VLDB Endowment 8 (12), 1804-1815, 2015 | 493 | 2015 |
Beyond english-centric multilingual machine translation A Fan, S Bhosale, H Schwenk, Z Ma, A El-Kishky, S Goyal, M Baines, ... The Journal of Machine Learning Research 22 (1), 4839-4886, 2021 | 362 | 2021 |
Facebook FAIR's WMT19 news translation task submission N Ng, K Yee, A Baevski, M Ott, M Auli, S Edunov arXiv preprint arXiv:1907.06616, 2019 | 306 | 2019 |
Cloze-driven pretraining of self-attention networks A Baevski, S Edunov, Y Liu, L Zettlemoyer, M Auli arXiv preprint arXiv:1903.07785, 2019 | 225 | 2019 |
Classical structured prediction losses for sequence to sequence learning S Edunov, M Ott, M Auli, D Grangier, MA Ranzato arXiv preprint arXiv:1711.04956, 2017 | 171 | 2017 |
Ccmatrix: Mining billions of high-quality parallel sentences on the web H Schwenk, G Wenzek, S Edunov, E Grave, A Joulin arXiv preprint arXiv:1911.04944, 2019 | 143 | 2019 |
Pre-trained language model representations for language generation S Edunov, A Baevski, M Auli arXiv preprint arXiv:1903.09722, 2019 | 135 | 2019 |
Playing the lottery with rewards and multiple languages: lottery tickets in rl and nlp H Yu, S Edunov, Y Tian, AS Morcos arXiv preprint arXiv:1906.02768, 2019 | 119 | 2019 |
Three and a half degrees of separation S Edunov, C Diuk, IO Filiz, S Bhagat, M Burke Research at Facebook 694, 2016 | 87* | 2016 |
No Language Left Behind: Scaling Human-Centered Machine Translation N Team, MR Costa-jussą, J Cross, O Ēelebi, M Elbayad, K Heafield, ... arXiv e-prints, arXiv: 2207.04672, 2022 | 81* | 2022 |
On the evaluation of machine translation systems trained with back-translation S Edunov, M Ott, MA Ranzato, M Auli arXiv preprint arXiv:1908.05204, 2019 | 73 | 2019 |
Three and a half degrees of separation S Bhagat, M Burke, C Diuk, IO Filiz, S Edunov Facebook Research 4, 2016 | 69 | 2016 |
Facebook ai wmt21 news translation task submission C Tran, S Bhosale, J Cross, P Koehn, S Edunov, A Fan arXiv preprint arXiv:2108.03265, 2021 | 55 | 2021 |
Darwini: Generating realistic large-scale social graphs S Edunov, D Logothetis, C Wang, A Ching, M Kabiljo arXiv preprint arXiv:1610.00664, 2016 | 34* | 2016 |
Scaling Neural Machine Translation. arXiv e-prints, page M Ott, S Edunov, D Grangier, M Auli arXiv preprint arXiv:1806.00187, 2018 | 14* | 2018 |
A comparison of state-of-the-art graph processing systems M Kabiljo, D Logothetis, S Edunov, A Ching Facebook Blog Post, http://tinyurl. com/giraph-vs-graphx, 2016 | 11 | 2016 |