Language-centered AI will allow additional EU official languages for 2025

Diversity is socially beneficial, and therefore, language diversity too. Then, why not grant the official status to more languages at European level? In 2021, the costs associated with it are no longer an excuse. The potential of the new generation of machine translation, voice synthesis and voice recognition applications, which are getting readily available even for under-resourced languages like Basque, will allow Europe to promote and integrate more and more of its languages, and with it, its citizens.

Towards Zero-Shot Cross-Lingual Named Entity Disambiguation

In cross-Lingual Named Entity Disambiguation (XNED) the task is to link Named Entity mentions in text in some native language to English entities in a knowledge graph. XNED systems usually require training data for each native language, limiting their application for low resource languages with small amounts of training data.

Cross-lingual semantic annotation of Biomedical literature: experiments in Spanish and English

Biomedical literature is one of the most relevant sources of information for knowledge mining in the field of Bioinformatics. In spite of English being the most widely addressed language in the field; in recent years, there has been a growing interest from the natural language processing community in dealing with languages other than English. However, the availability of language resources and tools for appropriate treatment of non-English texts is lacking behind.

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