Antoine Bordes
Antoine Bordes
Director / Facebook AI Research
Verified email at fb.com - Homepage
TitleCited byYear
Deep sparse rectifier neural networks
X Glorot, A Bordes, Y Bengio
Proceedings of the fourteenth international conference on artificial†…, 2011
40362011
Translating embeddings for modeling multi-relational data
A Bordes, N Usunier, A Garcia-Duran, J Weston, O Yakhnenko
Advances in neural information processing systems, 2787-2795, 2013
16602013
Domain adaptation for large-scale sentiment classification: A deep learning approach
X Glorot, A Bordes, Y Bengio
Proceedings of the 28th international conference on machine learning (ICML†…, 2011
13272011
Memory Networks
J Weston, S Chopra, A Bordes
International Conference on Learning Representations (ICLR), 2015
1108*2015
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
7002005
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
6062017
Towards ai-complete question answering: A set of prerequisite toy tasks
J Weston, A Bordes, S Chopra, AM Rush, B van MerriŽnboer, A Joulin, ...
arXiv preprint arXiv:1502.05698, 2015
6022015
Learning Structured Embeddings of Knowledge Bases.
A Bordes, J Weston, R Collobert, Y Bengio
AAAI'11, 2011
5932011
Reading Wikipedia to Answer Open-Domain Questions
D Chen, A Fisch, J Weston, A Bordes
Proceedings of the Annual Meeting if the ACL, 2017
4262017
Question Answering with Subgraph Embeddings
A Bordes, S Chopra, J Weston
EMNLP 2014: Conference on Empirical Methods in Natural Language Processing, 2014
4022014
Learning end-to-end goal-oriented dialog
A Bordes, YL Boureau, J Weston
arXiv preprint arXiv:1605.07683, 2016
3802016
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
3612014
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
3302015
SGD-QN: Careful quasi-Newton stochastic gradient descent
A Bordes, L Bottou, P Gallinari
Journal of Machine Learning Research 10 (Jul), 1737-1754, 2009
3142009
A latent factor model for highly multi-relational data
R Jenatton, NL Roux, A Bordes, GR Obozinski
Advances in Neural Information Processing Systems, 3167-3175, 2012
3032012
Large-scale simple question answering with memory networks
A Bordes, N Usunier, S Chopra, J Weston
arXiv preprint arXiv:1506.02075, 2015
3002015
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
2862016
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
2862012
Open Question Answering with Weakly Supervised Embedding Models
A Bordes, J Weston, N Usunier
Machine Learning and Knowledge Discovery in Databases, 2014
2052014
Solving multiclass support vector machines with LaRank
A Bordes, L Bottou, P Gallinari, J Weston
Proceedings of the 24th international conference on Machine learning, 89-96, 2007
1942007
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Articles 1–20