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YAGO

Yet Another Great Ontology

GraphsCC BY 3.0Introduced 2007-01-01

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/

Related Benchmarks

YAGO-WIKI50K/Data Integration/Hit@1 YAGO-WIKI50K/Entity Alignment/Hit@1 YAGO15k/Link Prediction/MRR YAGO3-10/Link Prediction/Hits@1 YAGO3-10/Link Prediction/Hits@10 YAGO3-10/Link Prediction/Hits@3 YAGO3-10/Link Prediction/MR YAGO3-10/Link Prediction/MRR YAGO37/Link Prediction/Hits@1 YAGO37/Link Prediction/Hits@10 YAGO37/Link Prediction/Hits@3 YAGO37/Link Prediction/Hits@5 YAGO37/Link Prediction/MRR YAGO39K/Inductive knowledge graph completion/Accuracy YAGO39K/Inductive knowledge graph completion/F1-Score YAGO39K/Inductive knowledge graph completion/Precision YAGO39K/Inductive knowledge graph completion/Recall YAGO39K/Knowledge Graph Completion/Accuracy YAGO39K/Knowledge Graph Completion/F1-Score YAGO39K/Knowledge Graph Completion/Precision YAGO39K/Knowledge Graph Completion/Recall YAGO39K/Knowledge Graphs/Accuracy YAGO39K/Knowledge Graphs/F1-Score YAGO39K/Knowledge Graphs/Precision YAGO39K/Knowledge Graphs/Recall YAGO39K/Large Language Model/Accuracy YAGO39K/Large Language Model/F1-Score YAGO39K/Large Language Model/Precision YAGO39K/Large Language Model/Recall YAGO39K/Link Prediction/Hits@1 YAGO39K/Link Prediction/Hits@10 YAGO39K/Link Prediction/Hits@3 YAGO39K/Link Prediction/MRR YAGO39K/Triple Classification/Accuracy YAGO39K/Triple Classification/F1-Score YAGO39K/Triple Classification/Precision YAGO39K/Triple Classification/Recall Yago11k/Link Prediction/MRR

Statistics

Papers: 359
Benchmarks: 0

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Tasks

Link Prediction Time-interval Prediction Triple Classification