YAGO

Much work in recent years has gone into the construction of large knowledge bases (KBs), such as Freebase, DBPedia, NELL, and YAGO. While these KBs are very large, they are …...

AbstractIn recent years large repositories of structured knowledge (DBpedia, Freebase, YAGO) have become a valuable resource for language technologies, especially for the automatic aggregation of knowledge from textual data. One …...

We propose a two-phase framework to adapt existing relation extraction classi- fiers to extract relations for new target do- mains. We address two challenges: neg- ative transfer when knowledge in …...

We present WiBi, an approach to the automatic creation of a bitaxonomy for Wikipedia, that is, an integrated taxon- omy of Wikipage pages and categories. We leverage the information available …...

AbstractPretrained language models (PLMs) for data-to-text (D2T) generation can use human-readable data labels such as column headings, keys, or relation names to generalize to out-of-domain examples. However, the models are …...