References & Citations
Computer Science > Computation and Language
Title: KazParC: Kazakh Parallel Corpus for Machine Translation
(Submitted on 28 Mar 2024 (this version), latest version 9 Apr 2024 (v3))
Abstract: We introduce KazParC, a parallel corpus designed for machine translation across Kazakh, English, Russian, and Turkish. The first and largest publicly available corpus of its kind, KazParC contains a collection of 371,902 parallel sentences covering different domains and developed with the assistance of human translators. Our research efforts also extend to the development of a neural machine translation model nicknamed Tilmash. Remarkably, the performance of Tilmash is on par with, and in certain instances, surpasses that of industry giants, such as Google Translate and Yandex Translate, as measured by standard evaluation metrics, such as BLEU and chrF. Both KazParC and Tilmash are openly available for download under the Creative Commons Attribution 4.0 International License (CC BY 4.0) through our GitHub repository.
Submission history
From: Rustem Yeshpanov [view email][v1] Thu, 28 Mar 2024 13:19:16 GMT (54kb)
[v2] Tue, 2 Apr 2024 12:08:25 GMT (54kb,D)
[v3] Tue, 9 Apr 2024 20:58:41 GMT (54kb,D)
Link back to: arXiv, form interface, contact.