Entitetsmatching refererer til problemet med å finne ut hvilke data som refererer til den samme virkelige entiteten. Nylig, takket være fremveksten av ferdigtrente Transformer språkmodeller (TPLMs), har entitetsmatching ...

Knowledge and information resources in enterprises are rapidly growing. The International Data Corporation (IDC) forecasts that significant yearly growth of data will result that the so-called global datasphere will have ...

This thesis describes implementations of several classification models to be used in a Norwegian bank transaction classification system. Our goal is to investigate which supervised machine learning methods are best suited ...

We introduce three resources to support research on political texts in Scandinavia. The encoder-decoder transformer models sp-t5 and sp-t5-keyword were trained on political texts. The nor-pvi (available at https://tinyur ...

For the last two decades, the world wide web has become a social arena where people can express themselves. People write opinionated texts on social media towards various targets, which is read by other people. The readers ...

Several problematic data characteristics were revealed, such as multilingual reports, and significant class imbalances. While no consistent scheme for conduct-ing data preparation was found, several techniques were frequently ...

Explainable recommendation, which provides explanations about why an item is recommended, has attracted growing attention in both research and industry communities. However, most existing explainable recommendation methods ...

Datasets are an integral part of contemporary research on recommender systems. However, few datasets are available for conventional recommender systems and even very limited datasets are available when it comes to ...

The need for teaching realistic software development in project courses has increased in a global scale. It has always been challenges in cooperating fast-changing software technologies, development methodologies and ...

De siste årene har bevitnet økt innsats forbundet med utviklingen av verktøy for å assistere brukere i å navigere nettbaserte underholdningstjenester gjennom anbefalingssystemer. Denne innsatsen er ikke ubegrunnet, da det ...