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Book Sections Year : 2023

Basic Principles of Cross-Lingual Models

Abstract

When we start working across languages, we need to determine ways of measuring similarity of entities (such as a word, a phrase, a sentence or a link between entities) within each language and across languages. Modern approaches usually rely on the Vector Space Model (VSM), which uses a numerical vector of a specified dimensionality to represent any entity. The entities are similar when their vectors are not too far apart.
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hal-04465490 , version 1 (19-02-2024)

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Serge Sharoff, Reinhard Rapp, Pierre Zweigenbaum. Basic Principles of Cross-Lingual Models. Building and Using Comparable Corpora for Multilingual Natural Language Processing, Springer International Publishing, pp.9-16, 2023, Synthesis Lectures on Human Language Technologies, ⟨10.1007/978-3-031-31384-4_2⟩. ⟨hal-04465490⟩
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