Tootfinder

Annif at the GermEval-2025 LLMs4Subjects Task: Traditional XMTC Augmented by Efficient LLMs
Osma Suominen, Juho Inkinen, Mona Lehtinen
https://arxiv.org/abs/2508.15877 https://

Annif at the GermEval-2025 LLMs4Subjects Task: Traditional XMTC Augmented by Efficient LLMs
This paper presents the Annif system in the LLMs4Subjects shared task (Subtask 2) at GermEval-2025. The task required creating subject predictions for bibliographic records using large language models, with a special focus on computational efficiency. Our system, based on the Annif automated subject indexing toolkit, refines our previous system from the first LLMs4Subjects shared task, which produced excellent results. We further improved the system by using many small and efficient language mo…

"‘The ocean is spitting our rubbish back’: Italy’s museum of plastic pollution"
#Italy #Plastic #Plastics

‘The ocean is spitting our rubbish back’: Italy’s museum of plastic pollution https://www.theguardian.com/environment/2025/aug/09/italy-museum-of-plastic-pollution-faded-items-beaches-ocean

Tief im #Labradorsee erforscht ein Netzwerk autonomer Roboter, wie #Plankton und „mariner Schnee“ #CO2 langfristig im Ozean speichern.
Das Projekt

Marine robots are exploring the ocean's role in climate control
A robotic fleet in the Labrador Sea is tracking sinking carbon to reveal how the deep ocean helps regulate Earth’s climate.

Jamie Oliver Highlights ‘Important Connection’ Between Tofu And Longevity #nutrition

Jamie Oliver Highlights 'Important Connection' Between Tofu And Longevity
A travel video from Jamie Oliver highlights the “important connection” between high tofu consumption and longevity in Okinawa, Japan