DBpedia Embeddings

Knowledge Graph Embeddings for DBpedia.

Models

English DBpedia 2015-10 obtained using KG2Vec
English DBpedia 2015-10 obtained using RDF2Vec
English DBpedia 2016-04 obtained using KGloVe
English DBpedia 2015-04 obtained using KGvec2go

Google Summer of Code

Mentors

Tommaso Soru
Peng Xu
Thiago Galery
Pablo N. Mendes
Sandro A. Coelho

Students

DBpedia Embeddings via Random Vector Accumulator by Akshay Jagatap (GSoC 2017)
Scalability Evaluation of Existing Embedding Approaches by Nausheen Fatma (GSoC 2017)
Complex Embeddings for Out-Of-Vocabulary Entities by Bharat Suri (GSoC 2018)