Taisiya Glushkova
6 papers · 2021–2022 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Natural Language Processing
(6)
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Deep Learning
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Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(3)
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Artificial Intelligence
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Bayesian & Probabilistic
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(1)
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(1)
Keywords
machine translation
(6)
quality estimation
(5)
direct assessment
(3)
machine translation evaluation
(3)
reference-free evaluation
(2)
uncertainty quantification
(2)
neural network
(2)
uncertainty estimation
(1)
evaluation metric
(1)
aleatoric uncertainty
(1)
gradient analysis
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deep ensemble
(1)
heteroscedastic regression
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quality prediction
(1)
multilingual model
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quality evaluation
(1)
multilingual encoder
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monte carlo dropout
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quality metric
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post-editing effort
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Papers
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task
EMNLP 2022
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task
EMNLP 2022
Disentangling Uncertainty in Machine Translation Evaluation
EMNLP 2022
Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task
EMNLP 2021
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task
EMNLP 2021
Uncertainty-Aware Machine Translation Evaluation
EMNLP 2021