Small library to simplify collecting and loading of entity alignment benchmark datasets
Project description
sylloge
This simple library aims to collect entity-alignment benchmark datasets and make them easily available.
Usage
>>> from sylloge import OpenEA
>>> ds = OpenEA()
>>> ds
OpenEA(graph_pair=D_W, size=15K, version=V1, rel_triples_left=38265, rel_triples_right=42746, attr_triples_left=52134, attr_triples_right=138246, ent_links=15000, folds=5)
>>> ds.rel_triples_right.head()
head relation tail
0 http://www.wikidata.org/entity/Q6176218 http://www.wikidata.org/entity/P27 http://www.wikidata.org/entity/Q145
1 http://www.wikidata.org/entity/Q212675 http://www.wikidata.org/entity/P161 http://www.wikidata.org/entity/Q446064
2 http://www.wikidata.org/entity/Q13512243 http://www.wikidata.org/entity/P840 http://www.wikidata.org/entity/Q84
3 http://www.wikidata.org/entity/Q2268591 http://www.wikidata.org/entity/P31 http://www.wikidata.org/entity/Q11424
4 http://www.wikidata.org/entity/Q11300470 http://www.wikidata.org/entity/P178 http://www.wikidata.org/entity/Q170420
>>> ds.attr_triples_left.head()
head relation tail
0 http://dbpedia.org/resource/E534644 http://dbpedia.org/ontology/imdbId 0044475
1 http://dbpedia.org/resource/E340590 http://dbpedia.org/ontology/runtime 6480.0^^<http://www.w3.org/2001/XMLSchema#double>
2 http://dbpedia.org/resource/E840454 http://dbpedia.org/ontology/activeYearsStartYear 1948^^<http://www.w3.org/2001/XMLSchema#gYear>
3 http://dbpedia.org/resource/E971710 http://purl.org/dc/elements/1.1/description English singer-songwriter
4 http://dbpedia.org/resource/E022831 http://dbpedia.org/ontology/militaryCommand Commandant of the Marine Corps
>>> ds.ent_links.head()
left right
0 http://dbpedia.org/resource/E123186 http://www.wikidata.org/entity/Q21197
1 http://dbpedia.org/resource/E228902 http://www.wikidata.org/entity/Q5909974
2 http://dbpedia.org/resource/E718575 http://www.wikidata.org/entity/Q707008
3 http://dbpedia.org/resource/E469216 http://www.wikidata.org/entity/Q1471945
4 http://dbpedia.org/resource/E649433 http://www.wikidata.org/entity/Q1198381
Installation
pip install sylloge
Datasets
Dataset family name | Year | # of Datasets | Sources | Authors | Reference |
---|---|---|---|---|---|
OpenEA | 2020 | 16 | DBpedia, Yago, Wikidata | Zun, S. et. al. | Paper |
MovieGraphBenchmark | 2022 | 3 | IMDB, TMDB, TheTVDB | Obraczka, D. et. al. | Paper |
Project details
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