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MastafaF avatar MastafaF commented on July 20, 2024

Hi @timpal0l ,

The lower the better indeed. We are tracking the error rate for each pairs of languages.

For curious readers:
A document describes a given language. There are as many documents as languages. We iterate over each document sentence by sentence. What we are comparing in the tables is how similar are the documents according to each multilingual architecture. If the model was perfect, the error rates in the tables from the README would be equal to 0. Indeed, for each sentence of a document d_i, it would find the translation in the document d_k for all k != i and hence we would never increment the error rate.

Regards,
Mastafa

from multilingual_similarity_compare.

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