| Enriching word vectors with subword information P Bojanowski, E Grave, A Joulin, T Mikolov Transactions of the association for computational linguistics 5, 135-146, 2017 | 10049 | 2017 |
| Bag of tricks for efficient text classification A Joulin, E Grave, P Bojanowski, T Mikolov arXiv preprint arXiv:1607.01759, 2016 | 4857 | 2016 |
| 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 | 3015 | 2019 |
| Learning word vectors for 157 languages E Grave, P Bojanowski, P Gupta, A Joulin, T Mikolov arXiv preprint arXiv:1802.06893, 2018 | 1423 | 2018 |
| Advances in pre-training distributed word representations T Mikolov, E Grave, P Bojanowski, C Puhrsch, A Joulin arXiv preprint arXiv:1712.09405, 2017 | 1400 | 2017 |
| Fasttext. zip: Compressing text classification models A Joulin, E Grave, P Bojanowski, M Douze, H Jégou, T Mikolov arXiv preprint arXiv:1612.03651, 2016 | 1164 | 2016 |
| Parseval networks: Improving robustness to adversarial examples M Cisse, P Bojanowski, E Grave, Y Dauphin, N Usunier International Conference on Machine Learning, 854-863, 2017 | 723 | 2017 |
| Colorless green recurrent networks dream hierarchically K Gulordava, P Bojanowski, E Grave, T Linzen, M Baroni arXiv preprint arXiv:1803.11138, 2018 | 477 | 2018 |
| Reducing transformer depth on demand with structured dropout A Fan, E Grave, A Joulin arXiv preprint arXiv:1909.11556, 2019 | 357 | 2019 |
| Leveraging passage retrieval with generative models for open domain question answering G Izacard, E Grave arXiv preprint arXiv:2007.01282, 2020 | 338 | 2020 |
| 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 | 299 | 2021 |
| Improving neural language models with a continuous cache E Grave, A Joulin, N Usunier arXiv preprint arXiv:1612.04426, 2016 | 292 | 2016 |
| Loss in translation: Learning bilingual word mapping with a retrieval criterion A Joulin, P Bojanowski, T Mikolov, H Jégou, E Grave arXiv preprint arXiv:1804.07745, 2018 | 288 | 2018 |
| ResMLP: Feedforward networks for image classification with data-efficient training H Touvron, P Bojanowski, M Caron, M Cord, A El-Nouby, E Grave, ... arXiv preprint arXiv:2105.03404, 2021 | 285* | 2021 |
| Efficient softmax approximation for gpus E Grave, A Joulin, M Cissé, D Grangier, H Jégou International Conference on Machine Learning, 1302-1310, 2017 | 273* | 2017 |
| 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 | 272 | 2019 |
| Adaptive attention span in transformers S Sukhbaatar, E Grave, P Bojanowski, A Joulin arXiv preprint arXiv:1905.07799, 2019 | 214 | 2019 |
| Trace lasso: a trace norm regularization for correlated designs E Grave, GR Obozinski, F Bach Advances in Neural Information Processing Systems 24, 2011 | 214 | 2011 |
| End-to-end asr: from supervised to semi-supervised learning with modern architectures G Synnaeve, Q Xu, J Kahn, T Likhomanenko, E Grave, V Pratap, A Sriram, ... arXiv preprint arXiv:1911.08460, 2019 | 201 | 2019 |
| Unsupervised alignment of embeddings with wasserstein procrustes E Grave, A Joulin, Q Berthet The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 166 | 2019 |
Armand JoulinResearch Director, FAIRVerified email at fb.com
