RelationExtractor

Information extraction (IE) holds the promise of generating a large-scale knowledge base from the Web’s natural language text. Knowledge-based weak supervision, using structured data to heuristically label a training corpus, …...

Distant supervision, heuristically labeling a corpus using a knowledge base, has emerged as a popular choice for training relation ex- tractors. In this paper, we show that a sig- nificant …...

AbstractThis paper proposes a general purpose relation extractor that uses Wikidata descriptions to represent the relation’s surface form. The results are tested on the FewRel 1.0 dataset, which provides an …...