About
Discord Stateoftheart AI
GitHub

Publications

66

Cited by

6259

David Grangier

machine learningnatural language processing
Google

United States

Papers and Citations

1 - 50
Convolutional sequence to sequence learning
2017
Jonas Gehring
David Grangier
Denis Yarats
+2
Cited by 1818
Language modeling with gated convolutional networks
2017
Michael Auli
David Grangier
Angela Fan
+1
Cited by 903
Understanding back-translation at scale
2018
David Grangier
Myle Ott
Michael Auli
+1
Cited by 470
fairseq: A fast, extensible toolkit for sequence modeling
2019
Michael Auli
Myle Ott
Angela Fan
+5
Cited by 461
Label embedding trees for large multi-class tasks
2010
Samy Bengio
Jason Weston
David Grangier
Cited by 385
A discriminative kernel-based approach to rank images from text queries
2008
Samy Bengio
David Grangier
Cited by 381
A convolutional encoder model for neural machine translation
2016
Jonas Gehring
Michael Auli
David Grangier
+1
Cited by 324
Scaling neural machine translation
2018
Michael Auli
Sergey Edunov
Myle Ott
+1
Cited by 304
3d human pose estimation in video with temporal convolutions and semi-supervised training
2019
Dario Pavllo
Michael Auli
David Grangier
+1
Cited by 267
Efficient softmax approximation for GPUs
2017
Moustapha Cissé
Armand Joulin
Edouard Grave
+3
Cited by 199
Neural text generation from structured data with application to the biography domain
2016
David Grangier
Rémi Lebret
Michael Auli
Cited by 196
Discriminative keyword spotting
2009
David Grangier
Samy Bengio
Joseph (Yossi) Keshet
Cited by 160
Controllable abstractive summarization
2017
Angela Fan
Michael Auli
David Grangier
Cited by 142
Learning to rank with (a lot of) word features
2010
Kilian Weinberger
David Grangier
Yanjun Qi
+5
Cited by 131
Strategies for training large vocabulary neural language models
2015
Michael Auli
David Grangier
Wenlin Chen
Cited by 130
Classical structured prediction losses for sequence to sequence learning
2017
David Grangier
Michael Auli
Sergey Edunov
+2
Cited by 123
Supervised semantic indexing
2009
Yanjun Qi
David Grangier
Ronan Collobert
+5
Cited by 106
Analyzing Uncertainty in Neural Machine Translation
2018
David Grangier
Marc'Aurelio Ranzato
Myle Ott
+1
Cited by 104
Deep convolutional networks for scene parsing
2009
David Grangier
Leon Bottou
Ronan Collobert
Cited by 103
Quaternet: A quaternion-based recurrent model for human motion
2018
Michael Auli
David Grangier
Dario Pavllo
Cited by 101
Feature completion in computer-human interactive learning
2016
DM Chickering
DX Charles
David Grangier
+2
Cited by 74
Polynomial semantic indexing
2009
Corinna Cortes
Mehryar Mohri
David Grangier
+5
Cited by 58
Modeling human motion with quaternion-based neural networks
2019
David Grangier
Dario Pavllo
Michael Auli
+1
Cited by 57
Wavesplit: End-to-end speech separation by speaker clustering
2020
David Grangier
Neil Zeghidour
Cited by 55
Eli5: Long form question answering
2019
Jason Weston
Ethan Perez
Angela Fan
+3
Cited by 50
Efficient content-based sparse attention with routing transformers
2020
David Grangier
Mohammad Taghi Saffar
Ashish Vaswani
+1
Cited by 49
Tagged back-translation
2019
Ciprian Chelba
David Grangier
Isaac Caswell
Cited by 37
Unsupervised paraphrasing without translation
2019
Aurko Roy
David Grangier
Cited by 28
Vocabulary selection strategies for neural machine translation
2016
David Grangier
Michael Auli
G L'Hostis
Cited by 28
Interactive concept editing in computer-human interactive learning
2019
Saleema Amershi
David Grangier
Patrice Simard
+1
Cited by 26
Learning from heterogeneous sources via gradient boosting consensus
2012
PS Yu
JF Paiement
David Grangier
+1
Cited by 25
Inferring document similarity from hyperlinks
2005
Samy Bengio
David Grangier
Cited by 24
A discriminative approach for the retrieval of images from text queries
2006
Samy Bengio
Florent Monay
David Grangier
Cited by 23
Exploiting hyperlinks to learn a retrieval model
2005
David Grangier
Samy Bengio
Cited by 20
ICE: enabling non-experts to build models interactively for large-scale lopsided problems
2014
Carlos Garcia Jurado Suarez
David Chickering
Johan Verwey
+7
Cited by 19
Feature set embedding for incomplete data
2010
David Grangier
Iain Melvin
Cited by 15
A neural network to retrieve images from text queries
2006
Samy Bengio
David Grangier
Cited by 15
Active featuring in computer-human interactive learning
2016
DM Chickering
Saleema Amershi
Aparna Lakshmiratan
+2
Cited by 14
Iterative refinement for machine translation
2016
David Grangier
Roman Novak
Michael Auli
Cited by 14
Contrastive learning of general-purpose audio representations
2021
A Saeed
David Grangier
Cited by 13
Predicting distributions with linearizing belief networks
2015
David Grangier
Yann N. Dauphin
Cited by 12
Quickedit: Editing text & translations by crossing words out
2017
Michael Auli
David Grangier
Cited by 12
BLEU might be Guilty but References are not Innocent
2020
Isaac Caswell
David Grangier
Markus Freitag
Cited by 11
Learning the inter-frame distance for discriminative template-based keyword detection
2007
S Bengio
David Grangier
Cited by 11
Information retrieval on noisy text
2003
Alessandro Vinciarelli
Hervé Bourlard
David Grangier
Cited by 10
Interactive segment extraction in computer-human interactive learning
2016
DX Charles
DM Chickering
Leon Bottou
+2
Cited by 8
Effect of segmentation method on video retrieval performance
2005
David Grangier
Alessandro Vinciarelli
Cited by 7
Quickedit: Editing text & translations via simple delete actions
2017
David Grangier
Michael Auli
Cited by 7
Unsupervised hierarchical story infilling
2019
Douglas Eck
Chris Callison-Burch
Daphne Ippolito
+1
Cited by 7
Effect of recognition errors on text clustering
2004
Alessandro Vinciarelli
David Grangier
Cited by 6