Multilingual Modelling for Resource-Poor Languages

Projektdetaljer

Beskrivelse

This Carlsberg Foundation Young Researcher Fellowship deals with the inequalities in modern-day language technologies.

Language is the key to accessing the modern technology on which our society relies, such as online search, spelling correction, and automatic translation. However, out of the over 7,000 languages in the world, only a handful have access to such technology. This is in part due to state-of-the-art solutions requiring vast amounts of data, which is unavailable to most languages, which can be referred to as resource-poor. Hence, most languages are marginalized in the current technological development, and will continue to be so unless fundamental changes are made. My project is about addressing this issue, by making use of the fact that languages often have systematic similarities with one another, aiming to increase technological access to billions of speakers of resource-poor languages.

Due to the project's interdisciplinary angle, and its focus on human language, it is uniquely positioned to have a substantial social impact. An example of its importance can be found in the UN's Sustainable Development Goals, which outlines a concrete aim in this direction (9.c.), looking to increase ICT access in least developed countries. However, simply providing ICT access will not have the impact imagined for speakers of resource-poor languages, as physical access to ICT does not equate to access to modern technologies. Real access requires fundamental changes in how we approach these languages. When successful, the findings of the project has the potential to impact the lives of billions of speakers of low-resource languages in third-world regions, but also domestically in terms of, e.g., Faroese. In short, providing people with access to language technologies in their native languages, will lead to increased life quality and equality across both languages and cultures in the world.
StatusIgangværende
Effektiv start/slut dato01/09/202231/08/2025

FN's verdensmål

I 2015 blev FN-landende enige om 17 verdensmål til at standse fattigdom, beskytte planeten og sikre velstand for alle. Dette projekt bidrager til følgende verdensmål:

  • Verdensmål 9 - Industri, innovation og infrastruktur
  • Verdensmål 10 - Mindre ulighed

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