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Text-To-KG Alignment: Comparing Current Methods on Classification Tasks
Sondre Wold, Lilja Øvrelid, Erik Velldal
In contrast to large text corpora, knowledge graphs (KG) provide dense and structured representations of factual information. This makes them attractive for systems that supplement…
NorQuAD: Norwegian Question Answering Dataset
Sardana Ivanova, Fredrik Aas Andreassen, Matias Jentoft +2
In this paper we present NorQuAD: the first Norwegian question answering dataset for machine reading comprehension. The dataset consists of 4,752 manually created question-answer p…
BRENT: Bidirectional Retrieval Enhanced Norwegian Transformer
Lucas Georges Gabriel Charpentier, Sondre Wold, David Samuel +1
Retrieval-based language models are increasingly employed in question-answering tasks. These models search in a corpus of documents for relevant information instead of having all f…