| Unsupervised cross-lingual representation learning at scale A Conneau, K Khandelwal, N Goyal, V Chaudhary, G Wenzek, F Guzmán, ... arXiv preprint arXiv:1911.02116, 2019 | 3333 | 2019 |
| 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 | 354 | 2021 |
| CCNet: Extracting high quality monolingual datasets from web crawl data G Wenzek, MA Lachaux, A Conneau, V Chaudhary, F Guzmán, A Joulin, ... arXiv preprint arXiv:1911.00359, 2019 | 304 | 2019 |
| Wikimatrix: Mining 135m parallel sentences in 1620 language pairs from wikipedia H Schwenk, V Chaudhary, S Sun, H Gong, F Guzmán arXiv preprint arXiv:1907.05791, 2019 | 234 | 2019 |
| The flores evaluation datasets for low-resource machine translation: Nepali-english and sinhala-english F Guzmán, PJ Chen, M Ott, J Pino, G Lample, P Koehn, V Chaudhary, ... arXiv preprint arXiv:1902.01382, 2019 | 215 | 2019 |
| Multilingual translation with extensible multilingual pretraining and finetuning Y Tang, C Tran, X Li, PJ Chen, N Goyal, V Chaudhary, J Gu, A Fan arXiv preprint arXiv:2008.00401, 2020 | 194 | 2020 |
| The flores-101 evaluation benchmark for low-resource and multilingual machine translation N Goyal, C Gao, V Chaudhary, PJ Chen, G Wenzek, D Ju, S Krishnan, ... Transactions of the Association for Computational Linguistics 10, 522-538, 2022 | 147 | 2022 |
| CCAligned: A massive collection of cross-lingual web-document pairs A El-Kishky, V Chaudhary, F Guzmán, P Koehn arXiv preprint arXiv:1911.06154, 2019 | 109 | 2019 |
| Self-training improves pre-training for natural language understanding J Du, E Grave, B Gunel, V Chaudhary, O Celebi, M Auli, V Stoyanov, ... arXiv preprint arXiv:2010.02194, 2020 | 108 | 2020 |
| Findings of the WMT 2021 shared task on quality estimation L Specia, F Blain, M Fomicheva, C Zerva, Z Li, V Chaudhary, AFT Martins Proceedings of the Sixth Conference on Machine Translation, 684-725, 2021 | 103 | 2021 |
| Holistic evaluation of language models P Liang, R Bommasani, T Lee, D Tsipras, D Soylu, M Yasunaga, Y Zhang, ... arXiv preprint arXiv:2211.09110, 2022 | 90 | 2022 |
| Findings of the 2021 conference on machine translation (WMT21) A Farhad, A Arkady, B Magdalena, B Ondřej, C Rajen, C Vishrav, ... Proceedings of the Sixth Conference on Machine Translation, 1-88, 2021 | 88 | 2021 |
| Unsupervised quality estimation for neural machine translation M Fomicheva, S Sun, L Yankovskaya, F Blain, F Guzmán, M Fishel, ... Transactions of the Association for Computational Linguistics 8, 539-555, 2020 | 83 | 2020 |
| Findings of the WMT 2019 shared task on parallel corpus filtering for low-resource conditions P Koehn, F Guzmán, V Chaudhary, J Pino Proceedings of the Fourth Conference on Machine Translation (Volume 3 …, 2019 | 66 | 2019 |
| Low-Resource Corpus Filtering using Multilingual Sentence Embeddings V Chaudhary, Y Tang, F Guzmán, H Schwenk, P Koehn Proceedings of the Fourth Conference on Machine Translation (Volume 3 …, 2019 | 62 | 2019 |
| Multilingual translation from denoising pre-training Y Tang, C Tran, X Li, PJ Chen, N Goyal, V Chaudhary, J Gu, A Fan Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021 | 61 | 2021 |
| Findings of the WMT 2020 shared task on parallel corpus filtering and alignment P Koehn, V Chaudhary, A El-Kishky, N Goyal, PJ Chen, F Guzmán Proceedings of the Fifth Conference on Machine Translation, 726-742, 2020 | 47 | 2020 |
| Findings of the AmericasNLP 2021 shared task on open machine translation for indigenous languages of the Americas M Mager, A Oncevay, A Ebrahimi, J Ortega, AR Gonzales, A Fan, ... Proceedings of the First Workshop on Natural Language Processing for …, 2021 | 37 | 2021 |
| Americasnli: Evaluating zero-shot natural language understanding of pretrained multilingual models in truly low-resource languages A Ebrahimi, M Mager, A Oncevay, V Chaudhary, L Chiruzzo, A Fan, ... arXiv preprint arXiv:2104.08726, 2021 | 37 | 2021 |
| Language is not all you need: Aligning perception with language models S Huang, L Dong, W Wang, Y Hao, S Singhal, S Ma, T Lv, L Cui, ... arXiv preprint arXiv:2302.14045, 2023 | 36 | 2023 |
Francisco (Paco) GuzmánResearch Scientist - Facebook AIVerified email at fb.com
