Antoine Bordes
Antoine Bordes
Meta AI
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Deep sparse rectifier neural networks
X Glorot, A Bordes, Y Bengio
Proceedings of the fourteenth international conference on artificial …, 2011
Translating embeddings for modeling multi-relational data
A Bordes, N Usunier, A Garcia-Duran, J Weston, O Yakhnenko
Advances in neural information processing systems 26, 2013
Domain adaptation for large-scale sentiment classification: A deep learning approach
X Glorot, A Bordes, Y Bengio
ICML, 2011
Memory Networks
J Weston, S Chopra, A Bordes
International Conference on Learning Representations (ICLR), 2015
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
Reading Wikipedia to Answer Open-Domain Questions
D Chen, A Fisch, J Weston, A Bordes
Proceedings of the Annual Meeting if the ACL, 2017
Towards ai-complete question answering: A set of prerequisite toy tasks
J Weston, A Bordes, S Chopra, AM Rush, B van Merriënboer, A Joulin, ...
arXiv preprint arXiv:1502.05698, 2015
Learning Structured Embeddings of Knowledge Bases.
A Bordes, J Weston, R Collobert, Y Bengio
AAAI'11, 2011
Fast kernel classifiers with online and active learning
A Bordes, S Ertekin, J Weston, L Bottou
The Journal of Machine Learning Research 6, 1579-1619, 2005
Learning end-to-end goal-oriented dialog
A Bordes, YL Boureau, J Weston
arXiv preprint arXiv:1605.07683, 2016
Question Answering with Subgraph Embeddings
A Bordes, S Chopra, J Weston
EMNLP 2014: Conference on Empirical Methods in Natural Language Processing, 2014
Key-value memory networks for directly reading documents
A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston
arXiv preprint arXiv:1606.03126, 2016
A semantic matching energy function for learning with multi-relational data
A Bordes, X Glorot, J Weston, Y Bengio
Machine Learning 94 (2), 233-259, 2014
The goldilocks principle: Reading children's books with explicit memory representations
F Hill, A Bordes, S Chopra, J Weston
arXiv preprint arXiv:1511.02301, 2015
Large-scale simple question answering with memory networks
A Bordes, N Usunier, S Chopra, J Weston
arXiv preprint arXiv:1506.02075, 2015
A latent factor model for highly multi-relational data
R Jenatton, N Le Roux, A Bordes, G Obozinski
Advances in Neural Information Processing Systems 25 (NIPS 2012), 3176-3184, 2012
Fader networks: Manipulating images by sliding attributes
G Lample, N Zeghidour, N Usunier, A Bordes, L Denoyer, MA Ranzato
Advances in Neural Information Processing Systems, 5967-5976, 2017
Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing
A Bordes, X Glorot, J Weston, Y Bengio
JMLR W&CP: Proceedings of the Fifteenth International Conference on …, 2012
SGD-QN: Careful quasi-Newton stochastic gradient descent
A Bordes, L Bottou, P Gallinari
Journal of Machine Learning Research 10, 1737-1754, 2009
Open Question Answering with Weakly Supervised Embedding Models
A Bordes, J Weston, N Usunier
Machine Learning and Knowledge Discovery in Databases, 2014
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