Publications (23)
Tagged Back-Translation
Isaac Caswell, Ciprian Chelba, David Grangier
ELI5: Long Form Question Answering
Angela Fan, Yacine Jernite, Ethan Perez +3
3D human pose estimation in video with temporal convolutions and semi-supervised training
Dario Pavllo, Christoph Feichtenhofer, David Grangier +1
Scaling Neural Machine Translation
Myle Ott, Sergey Edunov, David Grangier +1
Language Modeling with Gated Convolutional Networks
Yann N. Dauphin, Angela Fan, Michael Auli +1
Analyzing Uncertainty in Neural Machine Translation
Myle Ott, Michael Auli, David Grangier +1
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
Myle Ott, Sergey Edunov, Alexei Baevski +5
Strategies for Training Large Vocabulary Neural Language Models
Welin Chen, David Grangier, Michael Auli
ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems
Patrice Simard, David Chickering, Aparna Lakshmiratan +7
QuickEdit: Editing Text & Translations by Crossing Words Out
David Grangier, Michael Auli
Unsupervised Paraphrasing without Translation
Aurko Roy, David Grangier
Predicting distributions with Linearizing Belief Networks
Yann N. Dauphin, David Grangier
QuaterNet: A Quaternion-based Recurrent Model for Human Motion
Dario Pavllo, David Grangier, Michael Auli
Interactive Semantic Featuring for Text Classification
Camille Jandot, Patrice Simard, Max Chickering +2
Iterative Refinement for Machine Translation
Roman Novak, Michael Auli, David Grangier
Classical Structured Prediction Losses for Sequence to Sequence Learning
Sergey Edunov, Myle Ott, Michael Auli +2
Convolutional Sequence to Sequence Learning
Jonas Gehring, Michael Auli, David Grangier +2
Efficient softmax approximation for GPUs
Edouard Grave, Armand Joulin, Moustapha Cissé +2
Neural Text Generation from Structured Data with Application to the Biography Domain
Remi Lebret, David Grangier, Michael Auli
A Convolutional Encoder Model for Neural Machine Translation
Jonas Gehring, Michael Auli, David Grangier +1
Understanding Back-Translation at Scale
Sergey Edunov, Myle Ott, Michael Auli +1
Vocabulary Selection Strategies for Neural Machine Translation
Gurvan L'Hostis, David Grangier, Michael Auli
Controllable Abstractive Summarization
Angela Fan, David Grangier, Michael Auli