Evgeniia Tokarchuk

According to our database, Evgeniia Tokarchuk authored at least 11 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Representation Collapse in Machine Translation Through the Lens of Angular Dispersion.

Evgeniia Tokarchuk, Maya K. Nachesa, Sergey Troshin, Vlad Niculae

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

Angular Dispersion Accelerates <i>k</i>-Nearest Neighbors Machine Translation.

Evgeniia Tokarchuk, Sergey Troshin, Vlad Niculae

CoRR, September, 2025

Keep your distance: learning dispersed embeddings on 𝕊_d.

Evgeniia Tokarchuk, Hua Chang Bakker, Vlad Niculae

CoRR, February, 2025

Keep your distance: learning dispersed embeddings on $\mathbb{S}_{m}$.

Evgeniia Tokarchuk, Hua Chang Bakker, Vlad Niculae

Trans. Mach. Learn. Res., 2025

Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation.

Evgeniia Tokarchuk, Sergey Troshin, Vlad Niculae

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation.

Evgeniia Tokarchuk, Vlad Niculae

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

2022

On Target Representation in Continuous-output Neural Machine Translation.

Evgeniia Tokarchuk, Vlad Niculae

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

2021

Towards Reinforcement Learning for Pivot-based Neural Machine Translation with Non-autoregressive Transformer.

Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney

CoRR, 2021

Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer.

Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney

Proceedings of the 18th International Conference on Spoken Language Translation, 2021

Investigation on Data Adaptation Techniques for Neural Named Entity Recognition.

Evgeniia Tokarchuk, David Thulke, Weiyue Wang, Christian Dugast, Hermann Ney

Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

2019

Data Processing Techniques for the TAC-KBP 2019 EDL Task.

Qihui Feng, Weiyue Wang, Evgeniia Tokarchuk, Christian Dugast, Hermann Ney

Proceedings of the 2019 Text Analysis Conference, 2019