Evgeniia Tokarchuk
8 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (3)
IJCNLP (2)
EACL (1)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
neural machine translation
(4)
end-to-end training
(2)
non-autoregressive transformer
(2)
angular dispersion
(2)
named entity recognition
(2)
transfer learning
(2)
machine translation
(2)
data augmentation
(2)
synthetic datum
(2)
pivot translation
(2)
sequence-to-sequence model
(1)
monolingual corpus
(1)
output embedding
(1)
hidden state representation
(1)
neural network
(1)
target representation
(1)
retrieval acceleration
(1)
continuous output
(1)
continuous text generation
(1)
continuous generation
(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
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition
IJCNLP 2021
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
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer
IJCNLP 2021