About
Discord Stateoftheart AI
GitHub

Publications

300

Cited by

72331

Jason Weston

artificial intelligencemachine learningbioinformaticsvisionnatural language processing
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United States

Papers and Citations

1 - 50
Gene selection for cancer classification using support vector machines
2002
Jason Weston
Isabelle Guyon
S Barnhill
+1
Cited by 8440
Natural language processing (almost) from scratch
2011
Michael Karlen
Leon Bottou
Ronan Collobert
+4
Cited by 7485
A unified architecture for natural language processing: Deep neural networks with multitask learning
2008
Jason Weston
Ronan Collobert
Cited by 5641
Learning with local and global consistency
2004
Olivier Bousquet
Denny Zhou
Jason Weston
+2
Cited by 4048
Translating embeddings for modeling multi-relational data
2013
Oksana Yakhnenko
A García-Durán
Usunier Nicolas
+4
Cited by 3327
Fisher discriminant analysis with kernels
1999
Sebastian Mika
Jason Weston
KR Mullers
+2
Cited by 3321
Curriculum learning
2009
Jerome Louradour
Yoshua Bengio
Jason Weston
+1
Cited by 2872
End-to-end memory networks
2015
Jason Weston
Rob Fergus
Sainbayar Sukhbaatar
Cited by 1919
A neural attention model for abstractive sentence summarization
2015
Sumit Chopra
Alexander M. Rush
Jason Weston
Cited by 1856
Multi-class support vector machines
1998
Chris Watkins
Jason Weston
Cited by 1707
A kernel method for multi-labelled classification
2002
Andre Elisseeff
Jason Weston
Cited by 1519
Memory networks
2014
Jason Weston
Sumit Chopra
Antoine Bordes
Cited by 1512
Semi-supervised learning for peptide identification from shotgun proteomics datasets
2007
Lukas Käll
William Stafford Noble
Jason Weston
+2
Cited by 1362
Feature selection for SVMs
2001
Jason Weston
Olivier Chapelle
Massimiliano Pontil
+3
Cited by 1353
Support vector machines for multi-class pattern recognition.
1999
Jason Weston
Chris Watkins
Cited by 1068
Deep learning via semi-supervised embedding
2012
Ronan Collobert
Jason Weston
Hossein Mobahi
+1
Cited by 1013
Support vector machine
2014
Jason Weston
Cited by 1002
Use of the zero-norm with linear models and kernel methods
2003
Bernhard Schölkopf
Andre Elisseeff
Jason Weston
+1
Cited by 900
Towards ai-complete question answering: A set of prerequisite toy tasks
2015
Alexander M. Rush
Sumit Chopra
Tomas Mikolov
+4
Cited by 881
Ranking on data manifolds
2004
Denny Zhou
Olivier Bousquet
Bernhard Schölkopf
+2
Cited by 813
Reading wikipedia to answer open-domain questions
2017
Antoine Bordes
Danqi Chen
Jason Weston
+1
Cited by 766
Fast kernel classifiers with online and active learning
2005
Jason Weston
Antoine Bordes
Leon Bottou
+1
Cited by 746
Mismatch string kernels for discriminative protein classification
2004
Adiel Cohen
William Stafford Noble
Christina Leslie
+2
Cited by 730
Learning structured embeddings of knowledge bases
2011
Ronan Collobert
Yoshua Bengio
Jason Weston
+1
Cited by 728
Wsabie: Scaling up to large vocabulary image annotation
2011
Jason Weston
Samy Bengio
Usunier Nicolas
Cited by 699
Cluster kernels for semi-supervised learning
2003
Olivier Chapelle
Bernhard Schölkopf
Jason Weston
Cited by 604
Learning end-to-end goal-oriented dialog
2016
Antoine Bordes
Jason Weston
Y-Lan Boureau
Cited by 567
Key-value memory networks for directly reading documents
2016
Adam Fisch
Alexander Holden Miller
Jesse Dodge
+3
Cited by 547
Question answering with subgraph embeddings
2014
Sumit Chopra
Jason Weston
Antoine Bordes
Cited by 545
Support vector channel selection in BCI
2004
Bernhard Schölkopf
Jason Weston
Martin Bogdan
+4
Cited by 525
A semantic matching energy function for learning with multi-relational data
2014
Jason Weston
Antoine Bordes
Xavier Glorot
+1
Cited by 522
Large scale transductive SVMs
2006
Ronan Collobert
Fabian Sinz
Leon Bottou
+1
Cited by 515
Personalizing dialogue agents: I have a dog, do you have pets too?
2018
Jack Urbanek
Douwe Kiela
Saizheng Zhang
+3
Cited by 503
The goldilocks principle: Reading children's books with explicit memory representations
2015
Felix Hill
Sumit Chopra
Jason Weston
+1
Cited by 447
Large scale image annotation: learning to rank with joint word-image embeddings
2010
Samy Bengio
Usunier Nicolas
Jason Weston
Cited by 445
Large-scale simple question answering with memory networks
2015
Sumit Chopra
Usunier Nicolas
Jason Weston
+1
Cited by 425
Label embedding trees for large multi-class tasks
2010
Samy Bengio
Jason Weston
David Grangier
Cited by 385
Gene functional classification from heterogeneous data
2001
Paul Pavlidis
Jason Weston
WN Grundy
+1
Cited by 371
Trading convexity for scalability
2006
Ronan Collobert
Jason Weston
Fabian Sinz
+1
Cited by 366
Joint learning of words and meaning representations for open-text semantic parsing
2012
Xavier Glorot
Antoine Bordes
Jason Weston
+1
Cited by 361
Deep learning from temporal coherence in video
2009
Ronan Collobert
Hossein Mobahi
Jason Weston
Cited by 341
Mismatch string kernels for SVM protein classification
2003
William Stafford Noble
Jason Weston
Eleazar Eskin
+1
Cited by 323
Open question answering with weakly supervised embedding models
2014
Usunier Nicolas
Antoine Bordes
Jason Weston
Cited by 304
Learning gene functional classifications from multiple data types
2002
William Stafford Noble
Paul Pavlidis
Jason Weston
+1
Cited by 304
Semisupervised neural networks for efficient hyperspectral image classification
2010
Jason Weston
Gustau Camps-Valls
F Ratle
Cited by 297
Semi-supervised protein classification using cluster kernels
2004
Christina Leslie
William Stafford Noble
Denny Zhou
+2
Cited by 296
Invariant feature extraction and classification in kernel spaces
2000
Jason Weston
Alex Smola
Bernhard Schölkopf
+3
Cited by 245
Constructing descriptive and discriminative nonlinear features: Rayleigh coefficients in kernel feature spaces
2003
Sebastian Mika
Alex Smola
Jason Weston
+3
Cited by 243
Embedded methods
2006
Olivier Chapelle
Andre Elisseeff
Jason Weston
+1
Cited by 238
Kernel dependency estimation
2003
Andre Elisseeff
Vladimir Vapnik
Olivier Chapelle
+3
Cited by 212