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Communication Dans Un Congrès Année : 2022

Caveats of Measuring Semantic Change of Cognates and Borrowings using Multilingual Word Embeddings

Résumé

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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Dates et versions

hal-03635005 , version 1 (08-04-2022)

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  • HAL Id : hal-03635005 , version 1

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Clémentine Fourrier, Syrielle Montariol. Caveats of Measuring Semantic Change of Cognates and Borrowings using Multilingual Word Embeddings. LChange'22 - 3rd International Workshop on Computational Approaches to Historical Language Change 2022, May 2022, Dublin, Ireland. ⟨hal-03635005⟩
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