Gene selection for cancer classification using support vector machines I Guyon, J Weston, S Barnhill, V Vapnik Machine learning 46, 389-422, 2002 | 11775 | 2002 |
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 | 10131 | 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 | 8747 | 2013 |
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 | 7568 | 2008 |
Curriculum learning Y Bengio, J Louradour, R Collobert, J Weston Proceedings of the 26th annual international conference on machine learning …, 2009 | 6121 | 2009 |
Learning with local and global consistency D Zhou, O Bousquet, T Lal, J Weston, B Schölkopf Advances in neural information processing systems 16, 2003 | 5432 | 2003 |
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 | 4203 | 1999 |
A neural attention model for abstractive sentence summarization AM Rush, S Chopra, J Weston arXiv preprint arXiv:1509.00685, 2015 | 3441 | 2015 |
End-to-end memory networks S Sukhbaatar, J Weston, R Fergus Advances in neural information processing systems 28, 2015 | 3113 | 2015 |
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 | 2293 | 2007 |
Memory networks J Weston, S Chopra, A Bordes arXiv preprint arXiv:1410.3916, 2014 | 2282 | 2014 |
Reading wikipedia to answer open-domain questions D Chen, A Fisch, J Weston, A Bordes arXiv preprint arXiv:1704.00051, 2017 | 2093 | 2017 |
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 | 2036* | 2023 |
A kernel method for multi-labelled classification A Elisseeff, J Weston Advances in neural information processing systems 14, 2001 | 2024 | 2001 |
Multi-class support vector machines J Weston, C Watkins Technical Report CSD-TR-98-04, Department of Computer Science, Royal …, 1998 | 1981 | 1998 |
Feature selection for SVMs J Weston, S Mukherjee, O Chapelle, M Pontil, T Poggio, V Vapnik Advances in neural information processing systems 13, 2000 | 1550 | 2000 |
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 | 1503 | 2018 |
Deep learning via semi-supervised embedding J Weston, F Ratle, R Collobert Proceedings of the 25th international conference on Machine learning, 1168-1175, 2008 | 1308 | 2008 |
A user’s guide to support vector machines A Ben-Hur, J Weston Data mining techniques for the life sciences, 223-239, 2010 | 1274 | 2010 |
Support vector machines for multi-class pattern recognition. J Weston, C Watkins Esann 99, 219-224, 1999 | 1262 | 1999 |