Nikola Spasovski


2021

pdf
Towards New Generation Translation Memory Systems
Nikola Spasovski | Ruslan Mitkov
Proceedings of the Student Research Workshop Associated with RANLP 2021

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.
Search
Co-authors
Venues