Dzmitry Bahdanau

E899028

Dzmitry Bahdanau is a computer scientist best known for pioneering the neural attention mechanism in sequence-to-sequence models, which transformed neural machine translation and modern deep learning.

All labels observed (2)

Label Occurrences
Dzmitry Bahdanau canonical 7
Dmitry Bahdanau 1

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Statements (44)

Predicate Object
instanceOf computer scientist
researcher
scientific paper
advisor Yoshua Bengio
alsoKnownAs Dmitry Bahdanau
linked to: Dzmitry Bahdanau
associatedWith Université de Montréal
author Dzmitry Bahdanau
Kyunghyun Cho
Yoshua Bengio
citationsCountRange >10000 citations for attention NMT paper
coAuthor Kyunghyun Cho
Yoshua Bengio
countryOfCitizenship Belarus
fieldOfWork deep learning
machine learning
natural language processing
neural machine translation
neural machine translation
gender male
hasAcademicAdvisor Yoshua Bengio
hasContribution demonstrated improvements over encoder-decoder models without attention
enabled alignment learning jointly with translation in NMT
introduced additive attention mechanism for sequence-to-sequence models
popularized attention mechanisms in NLP research
influenced development of attention mechanisms in deep learning
modern neural machine translation systems
transformer-based neural network architectures
influencedBy Kyunghyun Cho
Yoshua Bengio
knownFor neural attention mechanism in sequence-to-sequence models
pioneering attention-based neural machine translation
languageOfWorkOrName Belarusian
English
Russian
mainSubject attention mechanism
nativeLanguage Belarusian
notableIdea additive attention
soft alignment in neural translation
notableWork Neural Machine Translation by Jointly Learning to Align and Translate
publicationYear 2014
researchInterest neural network architectures
representation learning
sequence-to-sequence learning
workLocation Montreal

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Referenced by (8)

Full triples — surface form annotated when it differs from this entity's canonical label.

Kyunghyun Cho coAuthor Dzmitry Bahdanau
Caglar Gulcehre coAuthorWith Dzmitry Bahdanau
Neural Machine Translation by Jointly Learning to Align and Translate author Dzmitry Bahdanau
subject linked to: Dzmitry Bahdanau
Dzmitry Bahdanau alsoKnownAs Dmitry Bahdanau
linked to: Dzmitry Bahdanau
Fethi Bougares coAuthorWith Dzmitry Bahdanau