Language models for Swedish authorities
This project develops large-scale language models for the Swedish public sector, and applies them in a number of NLP applications that are relevant to Swedish authorities.
This project provides the tools and prerequisites for Swedish authorities to build and integrate state-of-the-art NLP solutions in their current and future services. The development of state-of-the-art Swedish language models specifically designed for use in the public sector, and techniques for utilizing them, will enable novel types of NLP applications that have the potential to revolutionize the use of NLP in the Swedish public sector. The data, infrastructure and frameworks developed in the project will also enable the development of novel types of representation learning, and will thus ensure that Swedish NLP remains on the forefront of development.
Project results
Data readiness for applied NLP (pdf, 299.4 KB)
A first Swedish evaluation benchmark for semantic textual similarity (pdf, 115.05 KB)
Summary
Project name
Language models for Swedish authorities
Status
Active
RISE role in project
Project leader
Project start
Duration
3 år
Partner
Luleå Technical University, Peltarion, The Swedish Tax Authority, The Swedish Public Employment Service, The Swedish Agency for Economic and Regional Growth, AI Innovation of Sweden
Funders
Project members
Evangelia Gogoulou Erik Ylipää Rickard Brännvall
Events
The Swedish NLP webinarAI Sweden webinar on GPT-3Vinnova webinar on using AI to meet societal challengesPeltarion webinar about the projectStockholm AI meetup about the project