@inproceedings{fourrier-montariol-2022-caveats,
title = "Caveats of Measuring Semantic Change of Cognates and Borrowings using Multilingual Word Embeddings",
author = "Fourrier, Cl{\'e}mentine and
Montariol, Syrielle",
editor = "Tahmasebi, Nina and
Montariol, Syrielle and
Kutuzov, Andrey and
Hengchen, Simon and
Dubossarsky, Haim and
Borin, Lars",
booktitle = "Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change",
month = may,
year = "2022",
address = "Dublin, Ireland",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.lchange-1.10",
doi = "10.18653/v1/2022.lchange-1.10",
pages = "97--112",
abstract = "Cognates and borrowings carry different aspects of etymological evolution. In this work, we study semantic change of such items using multilingual word embeddings, both static and contextualised. We underline caveats identified while building and evaluating these embeddings. We release both said embeddings and a newly-built historical words lexicon, containing typed relations between words of varied Romance languages.",
}
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%0 Conference Proceedings
%T Caveats of Measuring Semantic Change of Cognates and Borrowings using Multilingual Word Embeddings
%A Fourrier, Clémentine
%A Montariol, Syrielle
%Y Tahmasebi, Nina
%Y Montariol, Syrielle
%Y Kutuzov, Andrey
%Y Hengchen, Simon
%Y Dubossarsky, Haim
%Y Borin, Lars
%S Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change
%D 2022
%8 May
%I Association for Computational Linguistics
%C Dublin, Ireland
%F fourrier-montariol-2022-caveats
%X Cognates and borrowings carry different aspects of etymological evolution. In this work, we study semantic change of such items using multilingual word embeddings, both static and contextualised. We underline caveats identified while building and evaluating these embeddings. We release both said embeddings and a newly-built historical words lexicon, containing typed relations between words of varied Romance languages.
%R 10.18653/v1/2022.lchange-1.10
%U https://aclanthology.org/2022.lchange-1.10
%U https://doi.org/10.18653/v1/2022.lchange-1.10
%P 97-112
Markdown (Informal)
[Caveats of Measuring Semantic Change of Cognates and Borrowings using Multilingual Word Embeddings](https://aclanthology.org/2022.lchange-1.10) (Fourrier & Montariol, LChange 2022)
ACL