Evgeniia Tokarchuk
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
neural machine translation
(4)
machine translation
(2)
angular dispersion
(2)
text mining
(1)
knowledge transfer
(1)
data augmentation
(1)
named entity recognition
(1)
approximate nearest neighbor
(1)
k-nearest neighbor
(1)
synthetic data
(1)
representation collapse
(1)
end-to-end training
(1)
non-autoregressive transformer
(1)
word embedding
(1)
random embedding
(1)
monolingual corpus
(1)
pivot translation
(1)
output embedding
(1)
hidden state representation
(1)
neural network
(1)
Papers
Representation Collapse in Machine Translation Through the Lens of Angular Dispersion
EACL 2026
Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation
EMNLP 2025
The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation
NAACL 2024
On Target Representation in Continuous-output Neural Machine Translation
ACL 2022
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer
ACL 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition
ACL 2021