Language-agnostic Relation Extraction from Wikipedia Abstracts

Published on 2017-11-28916 Views

Heiko Paulheim

Large-scale knowledge graphs, such as DBpedia, Wikidata, or YAGO, can be enhanced by relation extraction from text, using the data in the knowledge graph as training data, i.e., using distant supervis

16th International Semantic Web Conference (ISWC), Vienna 2017

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Presentation

Language-agnostic Relation Extraction from Wikipedia Abstracts00:00

Motivation00:12

Motivation - 100:29

Observation01:17

Observation: Typical Patterns02:27

Experiment Setup: Pre-Study04:11

Experiment Setup: Pre-Study - 104:56

Experiment Setup: Pre-Study - 205:16

Experiment Setup: Full DBpedia06:07

Experiment Setup: Multiple Languages06:44

Analysis by Language09:26

Analysis by Country10:42

Conclusions11:46

Future Work12:33

Questions14:24