Alexandre Muzio
4 papers · 2021–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Learning Types · Deep Learning
(3)
Application Areas
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Applications
(2)
Techniques
(2)
Artificial Intelligence
(1)
Architectures
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Core Methods
(1)
Learning Paradigms
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Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
transformer architecture
(1)
representation learning
(1)
zero-shot learning
(1)
transfer learning
(1)
knowledge distillation
(1)
machine translation
(1)
cross-lingual transfer
(1)
multilingual translation
(1)
model parallelism
(1)
progressive learning
(1)
multilingual machine translation
(1)
multilingual pretraining
(1)
communication efficiency
(1)
language model
(1)
pre-trained model
(1)
mixture of expert
(1)
sparse activation
(1)
gating mechanism
(1)
multilingual neural machine translation
(1)
zero-shot translation
(1)
Papers
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers
ICML 2022
Discovering Representation Sprachbund For Multilingual Pre-Training
EMNLP 2021
Improving Multilingual Translation by Representation and Gradient Regularization
EMNLP 2021
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task
EMNLP 2021