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Holger Schwenk
Holger Schwenk
Research scientist, Facebook, and professor of Computer Science
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Learning phrase representations using RNN encoder-decoder for statistical machine translation
K Cho, B Van Merriënboer, C Gulcehre, D Bahdanau, F Bougares, ...
arXiv preprint arXiv:1406.1078, 2014
209322014
Supervised learning of universal sentence representations from natural language inference data
A Conneau, D Kiela, H Schwenk, L Barrault, A Bordes
arXiv preprint arXiv:1705.02364, 2017
19052017
Very deep convolutional networks for text classification
A Conneau, H Schwenk, L Barrault, Y Lecun
arXiv preprint arXiv:1606.01781, 2016
10092016
XNLI: Evaluating cross-lingual sentence representations
A Conneau, G Lample, R Rinott, A Williams, SR Bowman, H Schwenk, ...
arXiv preprint arXiv:1809.05053, 2018
7042018
Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv 2014
K Cho, B Van Merriënboer, C Gulcehre, D Bahdanau, F Bougares, ...
arXiv preprint arXiv:1406.1078, 2020
6502020
Continuous space language models
H Schwenk
Computer Speech & Language 21 (3), 492-518, 2007
6272007
Massively multilingual sentence embeddings for zero-shot cross-lingual transfer and beyond
M Artetxe, H Schwenk
Transactions of the Association for Computational Linguistics 7, 597-610, 2019
6022019
On using monolingual corpora in neural machine translation
C Gulcehre, O Firat, K Xu, K Cho, L Barrault, HC Lin, F Bougares, ...
arXiv preprint arXiv:1503.03535, 2015
4842015
Boosting neural networks
H Schwenk, Y Bengio
Neural computation 12 (8), 1869-1887, 2000
3822000
Very deep convolutional networks for natural language processing
A Conneau, H Schwenk, L Barrault, Y Lecun
arXiv preprint arXiv:1606.01781 2 (1), 2016
3552016
MLQA: Evaluating cross-lingual extractive question answering
P Lewis, B Oğuz, R Rinott, S Riedel, H Schwenk
arXiv preprint arXiv:1910.07475, 2019
2242019
Beyond English-Centric Multilingual Machine Translation.
A Fan, S Bhosale, H Schwenk, Z Ma, A El-Kishky, S Goyal, M Baines, ...
J. Mach. Learn. Res. 22 (107), 1-48, 2021
1872021
Language recognition using phone latices.
JL Gauvain, A Messaoudi, H Schwenk
Interspeech, 2004
1862004
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
1832019
Connectionist language modeling for large vocabulary continuous speech recognition
H Schwenk, JL Gauvain
2002 IEEE International Conference on Acoustics, Speech, and Signal …, 2002
1722002
Training neural network language models on very large corpora
H Schwenk, JL Gauvain
Proceedings of human language technology conference and conference on …, 2005
1702005
Continuous space translation models for phrase-based statistical machine translation
H Schwenk
Proceedings of COLING 2012: Posters, 1071-1080, 2012
1582012
On the use of comparable corpora to improve SMT performance
S Abdul-Rauf, H Schwenk
Proceedings of the 12th Conference of the European Chapter of the ACL (EACL …, 2009
1432009
Margin-based parallel corpus mining with multilingual sentence embeddings
M Artetxe, H Schwenk
arXiv preprint arXiv:1811.01136, 2018
1422018
Learning joint multilingual sentence representations with neural machine translation
H Schwenk, M Douze
arXiv preprint arXiv:1704.04154, 2017
1362017
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