Edouard Grave
Edouard Grave
Research Scientist, Facebook
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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
63552017
Bag of tricks for efficient text classification
A Joulin, E Grave, P Bojanowski, T Mikolov
arXiv preprint arXiv:1607.01759, 2016
31192016
Learning word vectors for 157 languages
E Grave, P Bojanowski, P Gupta, A Joulin, T Mikolov
arXiv preprint arXiv:1802.06893, 2018
8342018
Advances in pre-training distributed word representations
T Mikolov, E Grave, P Bojanowski, C Puhrsch, A Joulin
arXiv preprint arXiv:1712.09405, 2017
7852017
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
7262019
Fasttext. zip: Compressing text classification models
A Joulin, E Grave, P Bojanowski, M Douze, H Jégou, T Mikolov
arXiv preprint arXiv:1612.03651, 2016
6082016
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
4922017
Colorless green recurrent networks dream hierarchically
K Gulordava, P Bojanowski, E Grave, T Linzen, M Baroni
arXiv preprint arXiv:1803.11138, 2018
2982018
Improving neural language models with a continuous cache
E Grave, A Joulin, N Usunier
arXiv preprint arXiv:1612.04426, 2016
2262016
Efficient softmax approximation for gpus
E Grave, A Joulin, M Cissé, D Grangier, H Jégou
International Conference on Machine Learning, 1302-1310, 2017
205*2017
Trace lasso: a trace norm regularization for correlated designs
E Grave, GR Obozinski, F Bach
Advances in Neural Information Processing Systems 24, 2187-2195, 2011
2032011
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
1712018
Reducing transformer depth on demand with structured dropout
A Fan, E Grave, A Joulin
arXiv preprint arXiv:1909.11556, 2019
1382019
Weakly-supervised alignment of video with text
P Bojanowski, R Lajugie, E Grave, F Bach, I Laptev, J Ponce, C Schmid
Proceedings of the IEEE international conference on computer vision, 4462-4470, 2015
1212015
Adaptive attention span in transformers
S Sukhbaatar, E Grave, P Bojanowski, A Joulin
arXiv preprint arXiv:1905.07799, 2019
1092019
Learning probabilistic phenotypes from heterogeneous EHR data
R Pivovarov, AJ Perotte, E Grave, J Angiolillo, CH Wiggins, N Elhadad
Journal of biomedical informatics 58, 156-165, 2015
1072015
Unsupervised alignment of embeddings with wasserstein procrustes
E Grave, A Joulin, Q Berthet
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
902019
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
812019
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
712019
Can you tell me how to get past sesame street? sentence-level pretraining beyond language modeling
A Wang, J Hula, P Xia, R Pappagari, RT McCoy, R Patel, N Kim, I Tenney, ...
arXiv preprint arXiv:1812.10860, 2018
62*2018
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