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Jason Weston
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Year
Gene selection for cancer classification using support vector machines
I Guyon, J Weston, S Barnhill, V Vapnik
Machine learning 46, 389-422, 2002
117892002
Natural language processing (almost) from scratch
R Collobert, J Weston, L Bottou, M Karlen, K Kavukcuoglu, P Kuksa
Journal of machine learning research 12, 2493− 2537, 2011
101352011
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
86372013
A unified architecture for natural language processing: Deep neural networks with multitask learning
R Collobert, J Weston
Proceedings of the 25th international conference on Machine learning, 160-167, 2008
75852008
Curriculum learning
Y Bengio, J Louradour, R Collobert, J Weston
Proceedings of the 26th annual international conference on machine learning …, 2009
60822009
Learning with local and global consistency
D Zhou, O Bousquet, T Lal, J Weston, B Schölkopf
Advances in neural information processing systems 16, 2003
54572003
Fisher discriminant analysis with kernels
S Mika, G Ratsch, J Weston, B Scholkopf, KR Mullers
Neural networks for signal processing IX: Proceedings of the 1999 IEEE …, 1999
41601999
A neural attention model for abstractive sentence summarization
AM Rush, S Chopra, J Weston
arXiv preprint arXiv:1509.00685, 2015
34442015
End-to-end memory networks
S Sukhbaatar, J Weston, R Fergus
Advances in neural information processing systems 28, 2015
31072015
Semi-supervised learning for peptide identification from shotgun proteomics datasets
L Käll, JD Canterbury, J Weston, WS Noble, MJ MacCoss
Nature methods 4 (11), 923-925, 2007
22892007
Memory networks
J Weston, S Chopra, A Bordes
arXiv preprint arXiv:1410.3916, 2014
22682014
Reading wikipedia to answer open-domain questions
D Chen, A Fisch, J Weston, A Bordes
arXiv preprint arXiv:1704.00051, 2017
20782017
A kernel method for multi-labelled classification
A Elisseeff, J Weston
Advances in neural information processing systems 14, 2001
20312001
Multi-class support vector machines
J Weston, C Watkins
Technical Report CSD-TR-98-04, Department of Computer Science, Royal …, 1998
19871998
Feature selection for SVMs
J Weston, S Mukherjee, O Chapelle, M Pontil, T Poggio, V Vapnik
Advances in neural information processing systems 13, 2000
15522000
Personalizing dialogue agents: I have a dog, do you have pets too?
S Zhang, E Dinan, J Urbanek, A Szlam, D Kiela, J Weston
arXiv preprint arXiv:1801.07243, 2018
14902018
A survey of large language models
WX Zhao, K Zhou, J Li, T Tang, X Wang, Y Hou, Y Min, B Zhang, J Zhang, ...
arXiv preprint arXiv:2303.18223, 2023
1322*2023
Deep learning via semi-supervised embedding
J Weston, F Ratle, R Collobert
Proceedings of the 25th international conference on Machine learning, 1168-1175, 2008
13062008
A user’s guide to support vector machines
A Ben-Hur, J Weston
Data mining techniques for the life sciences, 223-239, 2010
12782010
Support vector machines for multi-class pattern recognition.
J Weston, C Watkins
Esann 99, 219-224, 1999
12641999
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