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YAGO

Yet Another Great Ontology

홈페이지 · 논문 359편

Yet Another Great Ontology (YAGO) is a Knowledge Graph that augments WordNet with common knowledge facts extracted from Wikipedia, converting WordNet from a primarily linguistic resource to a common knowledge base. YAGO originally consisted of more than 1 million entities and 5 million facts describing relationships between these entities. YAGO2 grounded entities, facts, and events in time and space, contained 446 million facts about 9.8 million entities, while YAGO3 added about 1 million more entities from non-English Wikipedia articles. YAGO3-10 a subset of YAGO3, containing entities which have a minimum of 10 relations each. Source: Recent Advances in Natural Language Inference:A Survey of Benchmarks, Resources, and Approaches Image Source: https://www.mpi-inf.mpg.de/departments/databases-and-information-systems/research/yago-naga/yago/downloads/

Graphs

벤치마크

Link Prediction on YAGO3-10 결과 18개
Triple Classification on YAGO39K 결과 5개
Link Prediction on YAGO15k 결과 2개
Link Prediction on YAGO37 결과 2개
Link Prediction on YAGO39K 결과 1개
Link Prediction on Yago11k 결과 1개