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)