Standard
Low-resource Buryat-Russian neural machine translation. / Baturova, Dari; Abidueva, Sarana; Bondarenko, Ivan et al.
Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics. ed. / Éric Le Ferrand; Elena Klyachko; Anna Postnikova; Tatiana Shavrina; Oleg Serikov; Ekaterina Voloshina; Ekaterina Vylomova. Association for Computational Linguistics, 2025. p. 85-93 (Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Harvard
Baturova, D, Abidueva, S
, Bondarenko, I & Lichko, D 2025,
Low-resource Buryat-Russian neural machine translation. in É Le Ferrand, E Klyachko, A Postnikova, T Shavrina, O Serikov, E Voloshina & E Vylomova (eds),
Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics. Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics, Association for Computational Linguistics, pp. 85-93, Fourth Workshop on NLP Applications to Field Linguistics, Vienna, Austria,
15.07.2025. <
https://aclanthology.org/2025.fieldmatters-1.8.pdf>
APA
Baturova, D., Abidueva, S.
, Bondarenko, I., & Lichko, D. (2025).
Low-resource Buryat-Russian neural machine translation. In É. Le Ferrand, E. Klyachko, A. Postnikova, T. Shavrina, O. Serikov, E. Voloshina, & E. Vylomova (Eds.),
Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics (pp. 85-93). (Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics). Association for Computational Linguistics.
https://aclanthology.org/2025.fieldmatters-1.8.pdfVancouver
Baturova D, Abidueva S
, Bondarenko I, Lichko D.
Low-resource Buryat-Russian neural machine translation. In Le Ferrand É, Klyachko E, Postnikova A, Shavrina T, Serikov O, Voloshina E, Vylomova E, editors, Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics. Association for Computational Linguistics. 2025. p. 85-93. (Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics).
Author
Baturova, Dari ; Abidueva, Sarana
; Bondarenko, Ivan et al. /
Low-resource Buryat-Russian neural machine translation. Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics. editor / Éric Le Ferrand ; Elena Klyachko ; Anna Postnikova ; Tatiana Shavrina ; Oleg Serikov ; Ekaterina Voloshina ; Ekaterina Vylomova. Association for Computational Linguistics, 2025. pp. 85-93 (Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics).
BibTeX
@inproceedings{21720c2797624e19a017ffff853ca380,
title = "Low-resource Buryat-Russian neural machine translation",
abstract = "This paper presents a study on the development of a neural machine translation (NMT) system for the Russian-Buryat language pair, focusing on addressing the challenges of low-resource translation.We also present a parallel corpus, constructed by processing existing texts and organizing the translation process, supplemented by data augmentation techniques to enhance model training. We managed to achieve BLEU score of 20 and 35 for translation to Buryat andRussian respectively. Native speakers have evaluated the translations as acceptable.Future directions include expanding and cleaning the dataset, improving model training techniques, and exploring dialectal variations within the Buryat language.",
author = "Dari Baturova and Sarana Abidueva and Ivan Bondarenko and Dmitrii Lichko",
note = "The work is supported by the Mathematical Center in Akademgorodok under the agreement № 075-15-2025-349 with the Ministry of Science and Higher Education of the Russian Federation.; Fourth Workshop on NLP Applications to Field Linguistics, FieldMatters 2025 ; Conference date: 15-07-2025 Through 17-07-2025",
year = "2025",
month = aug,
day = "1",
language = "English",
isbn = "979-8-89176-282-4",
series = "Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics",
publisher = "Association for Computational Linguistics",
pages = "85--93",
editor = "{Le Ferrand}, {\'E}ric and Elena Klyachko and Anna Postnikova and Tatiana Shavrina and Oleg Serikov and Ekaterina Voloshina and Ekaterina Vylomova",
booktitle = "Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics",
address = "United States",
}
RIS
TY - GEN
T1 - Low-resource Buryat-Russian neural machine translation
AU - Baturova, Dari
AU - Abidueva, Sarana
AU - Bondarenko, Ivan
AU - Lichko, Dmitrii
N1 - Conference code: 4
PY - 2025/8/1
Y1 - 2025/8/1
N2 - This paper presents a study on the development of a neural machine translation (NMT) system for the Russian-Buryat language pair, focusing on addressing the challenges of low-resource translation.We also present a parallel corpus, constructed by processing existing texts and organizing the translation process, supplemented by data augmentation techniques to enhance model training. We managed to achieve BLEU score of 20 and 35 for translation to Buryat andRussian respectively. Native speakers have evaluated the translations as acceptable.Future directions include expanding and cleaning the dataset, improving model training techniques, and exploring dialectal variations within the Buryat language.
AB - This paper presents a study on the development of a neural machine translation (NMT) system for the Russian-Buryat language pair, focusing on addressing the challenges of low-resource translation.We also present a parallel corpus, constructed by processing existing texts and organizing the translation process, supplemented by data augmentation techniques to enhance model training. We managed to achieve BLEU score of 20 and 35 for translation to Buryat andRussian respectively. Native speakers have evaluated the translations as acceptable.Future directions include expanding and cleaning the dataset, improving model training techniques, and exploring dialectal variations within the Buryat language.
UR - https://www.webofscience.com/wos/woscc/full-record/WOS:001661924900008
UR - https://www.mendeley.com/catalogue/2c125ec6-2217-3736-9520-fe36b49e90ea/
M3 - Conference contribution
SN - 979-8-89176-282-4
T3 - Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics
SP - 85
EP - 93
BT - Proceedings of the Fourth Workshop on NLP Applications to Field Linguistics
A2 - Le Ferrand, Éric
A2 - Klyachko, Elena
A2 - Postnikova, Anna
A2 - Shavrina, Tatiana
A2 - Serikov, Oleg
A2 - Voloshina, Ekaterina
A2 - Vylomova, Ekaterina
PB - Association for Computational Linguistics
T2 - Fourth Workshop on NLP Applications to Field Linguistics
Y2 - 15 July 2025 through 17 July 2025
ER -
