System Description for Transperfect

Wiktor Stribiżew, Fred Bane, José Conceição, Anna Zaretskaya


Abstract
In this paper, we describe our participation in the 2021 Workshop on Asian Translation (team ID: tpt_wat). We submitted results for all six directions of the JPC2 patent task. As a first-time participant in the task, we attempted to identify a single configuration that provided the best overall results across all language pairs. All our submissions were created using single base transformer models, trained on only the task-specific data, using a consistent configuration of hyperparameters. In contrast to the uniformity of our methods, our results vary widely across the six language pairs.
Anthology ID:
2021.wat-1.14
Volume:
Proceedings of the 8th Workshop on Asian Translation (WAT2021)
Month:
August
Year:
2021
Address:
Online
Venues:
ACL | IJCNLP | WAT
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
138–140
Language:
URL:
https://aclanthology.org/2021.wat-1.14
DOI:
10.18653/v1/2021.wat-1.14
Bibkey:
Cite (ACL):
Wiktor Stribiżew, Fred Bane, José Conceição, and Anna Zaretskaya. 2021. System Description for Transperfect. In Proceedings of the 8th Workshop on Asian Translation (WAT2021), pages 138–140, Online. Association for Computational Linguistics.
Cite (Informal):
System Description for Transperfect (Stribiżew et al., WAT 2021)
Copy Citation:
PDF:
https://preview.aclanthology.org/update-css-js/2021.wat-1.14.pdf