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### LODEX ###
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Lodex - Linked Open Data Extraction Tool enables to extract large ontology vocabularies out of unstructured data such as document text or social network messages.
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Lodex - Linked Open Data Extraction Tool enables to extract large (millions of entities) ontology vocabularies out of unstructured data such as document text or social network messages.
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It runs as service with preconfigured freebase and DBPedia vocabularies. Nevertheless, you can create own ontologies, according to your specific project needs.
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* adding arbitrary metatadata to an entity, not only recognizing entity types. (e.g. an id/URI)
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* dealing with huge vocabularies with millions of entities
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* find semantic entities according to label synonym lists, specified as part of your vocabulary
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* statistic disambiguation, using text similarity against entity description texts, also specified as part of your vocabulary
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* find semantic entities according to text embeddings such as BERT or matching label synonym lists, specified as part of your vocabulary
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* semantic and statistic disambiguation, using text embeddings or text similarity against entity description texts, also specified as part of your vocabulary
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* fuzzy match techniques such as Levenshtein, stopword resistent match, filtering high frequent terms with part of speech
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* search for specific entity types. These also have to be specified as part of your entity metadata inside your vocabulary
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