@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://preview.aclanthology.org/landing_page/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."
}