Towards New Generation Translation Memory Systems

Nikola Spasovski, Ruslan Mitkov


Abstract
Despite the enormous popularity of Translation Memory systems and the active research in the field, their language processing features still suffer from certain limitations. While many recent papers focus on semantic matching capabilities of TMs, this planned study will address how these tools perform when dealing with longer segments and whether this could be a cause of lower match scores. An experiment will be carried out on corpora from two different (repetitive) domains. Following the results, recommendations for future developments of new TMs will be made.
Anthology ID:
2021.ranlp-srw.25
Volume:
Proceedings of the Student Research Workshop Associated with RANLP 2021
Month:
September
Year:
2021
Address:
Online
Editors:
Souhila Djabri, Dinara Gimadi, Tsvetomila Mihaylova, Ivelina Nikolova-Koleva
Venue:
RANLP
SIG:
Publisher:
INCOMA Ltd.
Note:
Pages:
180–183
Language:
URL:
https://aclanthology.org/2021.ranlp-srw.25
DOI:
Bibkey:
Cite (ACL):
Nikola Spasovski and Ruslan Mitkov. 2021. Towards New Generation Translation Memory Systems. In Proceedings of the Student Research Workshop Associated with RANLP 2021, pages 180–183, Online. INCOMA Ltd..
Cite (Informal):
Towards New Generation Translation Memory Systems (Spasovski & Mitkov, RANLP 2021)
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PDF:
https://aclanthology.org/2021.ranlp-srw.25.pdf