| DENISOVÁ, Michaela. Parallel, or Comparable? That Is the Question - The Comparison of Parallel and Comparable Data-based Methods for Bilingual Lexicon Induction. In Aleš Horák, Pavel Rychlý, Adam Rambousek. Proceedings of the Sixteenth Workshop on Recent Advances in Slavonic Natural Languages Processing, RASLAN 2022. Brno: Tribun EU, 2022, p. 4-13. ISBN 978-80-263-1752-4. |
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@inproceedings{2240123,
author = {Denisová, Michaela},
address = {Brno},
booktitle = {Proceedings of the Sixteenth Workshop on Recent Advances in Slavonic Natural Languages Processing, RASLAN 2022},
editor = {Aleš Horák, Pavel Rychlý, Adam Rambousek},
keywords = {Parallel data; Comparable data; Translation equivalents’ extraction; Estonian; Slovak},
howpublished = {tištěná verze "print"},
language = {eng},
location = {Brno},
isbn = {978-80-263-1752-4},
pages = {4-13},
publisher = {Tribun EU},
title = {Parallel, or Comparable? That Is the Question - The Comparison of Parallel and Comparable Data-based Methods for Bilingual Lexicon Induction},
url = {https://nlp.fi.muni.cz/raslan/2022/paper8.pdf},
year = {2022}
}
TY - JOUR
ID - 2240123
AU - Denisová, Michaela
PY - 2022
TI - Parallel, or Comparable? That Is the Question - The Comparison of Parallel and Comparable Data-based Methods for Bilingual Lexicon Induction
PB - Tribun EU
CY - Brno
SN - 9788026317524
KW - Parallel data
KW - Comparable data
KW - Translation equivalents’ extraction
KW - Estonian
KW - Slovak
UR - https://nlp.fi.muni.cz/raslan/2022/paper8.pdf
N2 - Extracting translation equivalents from parallel data has been considered the main and most efficient method in the lexicography field. However, parallel data are not always available or sufficient, especially for rare and low-resource language pairs. Translation equivalents obtained from comparable data offer a solution for this problem. This paper compares the performance of some methods that utilize either parallel or comparable data and demonstrates the results on the Estonian-Slovak language combination. We show that comparable data usage aspires to be a viable alternative for low-resource languages or rare language pairs, and we propose a new equation for more effective translation equivalents’ induction.
ER -
DENISOVÁ, Michaela. Parallel, or Comparable? That Is the Question - The Comparison of Parallel and Comparable Data-based Methods for Bilingual Lexicon Induction. In Aleš Horák, Pavel Rychlý, Adam Rambousek. \textit{Proceedings of the Sixteenth Workshop on Recent Advances in Slavonic Natural Languages Processing, RASLAN 2022}. Brno: Tribun EU, 2022, p.~4-13. ISBN~978-80-263-1752-4.
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