Knowledge-based Named Entity recognition in Polish
|Knowledge-based Named Entity recognition in Polish|
|Published in||2013 Federated Conference on Computer Science and Information Systems, FedCSIS 2013|
|Keyword(s)||Unknown (Extra: Cyc ontology, Knowledge sources, Named entities, Named entity recognition, Semantic types, Wikipedia, Character recognition, Computer science, Knowledge based systems, Semantics, Algorithms)|
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Knowledge-based Named Entity recognition in Polish is a 2013 conference paper written in English by Pohl A. and published in 2013 Federated Conference on Computer Science and Information Systems, FedCSIS 2013.
This document describes an algorithm aimed at recognizing Named Entities in Polish text, which is powered by two knowledge sources: the Polish Wikipedia and the Cyc ontology. Besides providing the rough types for the recognized entities, the algorithm links them to the Wikipedia pages and assigns precise semantic types taken from Cyc. The algorithm is verified against manually identified Named Entities in the one-million sub-corpus of the National Corpus of Polish.
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