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)

embeddings's People

Contributors

Stargazers

Watchers

embeddings's Issues

Broken Link to the embeddings

The link to the repository which has the embeddings and the dbpedia instances does not work

Trailing punctuation in entities

For instance, resource/Intestines, and resource/Intestines are treated as different entities.

resource/Anarchism
[('resource/Hydrodistention', 0.8623773455619812), ('resource/Feather,', 0.8518189191818237), ('resource/Feather', 0.8491788506507874), ('resource/Murine', 0.8477903604507446), ('resource/Strangulation', 0.8399600386619568), ('resource/Man', 0.8398284912109375), ('resource/Intestines', 0.834650456905365), ('resource/Hip', 0.8343793749809265), ('resource/Intestines,', 0.8338929414749146), ('resource/Ants', 0.8316739797592163)]

File "WikiDetector.py", line 132, in
surfForms = loadSurfaceForms("AnchorDictionary.csv", 5)#selecting the top 5 most common anchor text
File "WikiDetector.py", line 90, in loadSurfaceForms
with open(filename, 'r') as output:
FileNotFoundError: [Errno 2] No such file or directory: 'AnchorDictionary.csv'

How do I generate this file?

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