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Language Adaptation experiments: Cross-lingual embeddings for related languages

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If you have a question about this talk, please contact Dimitri Kartsaklis .

We do not have sufficient annotated resources for many languages. For example, out of the 47 languages in the Universal Depencies set only two languages have treebanks exceeding 1 mln words, while many languages are not represented at all. However, we can use typological links between the languages to produce better computational models for lesser-resourced languages (recipients) by transferring information from better resourced ones (donors). In this talk I report my experience of building and using cross-lingual embeddings with added constraints such as the Weighted Levenshtein Distance.

This talk is part of the Language Technology Lab Seminars series.

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