Evgeniia Tokarchuk

15 papers Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
Representation Collapse in Machine Translation Through the Lens of Angular Dispersion.
EACL (Findings)
Evgeniia Tokarchuk, Maya K. Nachesa, Sergey Troshin, Vlad Niculae
2026 J jnl
Representation Collapse in Machine Translation Through the Lens of Angular Dispersion.
CoRR
Evgeniia Tokarchuk, Maya K. Nachesa, Sergey Troshin, Vlad Niculae
2025 J jnl
Angular Dispersion Accelerates
CoRR
Evgeniia Tokarchuk, Sergey Troshin, Vlad Niculae
2025 — conf
Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation.
EMNLP (Findings)
Evgeniia Tokarchuk, Sergey Troshin, Vlad Niculae
2025 J jnl
Keep your distance: learning dispersed embeddings on $\mathbb{S}_{m}$.
Trans. Mach. Learn. Res.
Evgeniia Tokarchuk, Hua Chang Bakker, Vlad Niculae
2025 J jnl
Keep your distance: learning dispersed embeddings on 𝕊
CoRR
Evgeniia Tokarchuk, Hua Chang Bakker, Vlad Niculae
2024 — conf
The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation.
NAACL (Short Papers)
Evgeniia Tokarchuk, Vlad Niculae
2023 J jnl
The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation.
CoRR
Evgeniia Tokarchuk, Vlad Niculae
2022 — conf
On Target Representation in Continuous-output Neural Machine Translation.
RepL4NLP@ACL
Evgeniia Tokarchuk, Vlad Niculae
2021 — conf
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer.
IWSLT
Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney
2021 J jnl
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer.
CoRR
Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney
2021 — conf
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition.
ACL (student)
Evgeniia Tokarchuk, David Thulke, Weiyue Wang, Christian Dugast, Hermann Ney
2021 J jnl
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition.
CoRR
Evgeniia Tokarchuk, David Thulke, Weiyue Wang, Christian Dugast, Hermann Ney
2021 J jnl
Towards Reinforcement Learning for Pivot-based Neural Machine Translation with Non-autoregressive Transformer.
CoRR
Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney
2019 — conf
Data Processing Techniques for the TAC-KBP 2019 EDL Task.
TAC
Qihui Feng, Weiyue Wang, Evgeniia Tokarchuk, Christian Dugast, Hermann Ney