The First Cross-Lingual Challenge on Recognition, Normalization and Matching of Named Entities in Slavic Languages

Jakub Piskorski, Lidia Pivovarova, Jan Šnajder, Josef Steinberger, Roman Yangarber

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Abstrakti

This paper describes the outcomes of the First Multilingual Named Entity Challenge in Slavic Languages. The Challenge targets recognizing mentions of named entities in web documents, their normalization/lemmatization, and cross-lingual matching. The Challenge was organized in the context of the 6th Balto-Slavic Natural Language Processing Workshop, co-located with the EACL-2017 conference. Eleven teams registered for the evaluation, two of which submitted results on schedule, due to the complexity of the tasks and
short time available for elaborating a solution. The reported evaluation figures reflect the relatively higher level of complexity of named entity tasks in the context of Slavic languages. Since the Challenge extends beyond the date of the publication of this paper, updates to the results of the participating systems can be found on the official web page of the Challenge.
Alkuperäiskielienglanti
OtsikkoProceedings of the 6th Workshop on Balto-Slavic Natural Language Processing
Sivumäärä10
JulkaisupaikkaStroudsburg, PA
KustantajaThe Association for Computational Linguistics
Julkaisupäivä2017
Sivut76-85
ISBN (painettu)978-1-945626-45-6
TilaJulkaistu - 2017
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaWorkshop on Balto-Slavic Natural Language Processing - Valencia, Espanja
Kesto: 4 huhtikuuta 20174 huhtikuuta 2017
Konferenssinumero: 6

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Siteeraa tätä

Piskorski, J., Pivovarova, L., Šnajder, J., Steinberger, J., & Yangarber, R. (2017). The First Cross-Lingual Challenge on Recognition, Normalization and Matching of Named Entities in Slavic Languages. teoksessa Proceedings of the 6th Workshop on Balto-Slavic Natural Language Processing (Sivut 76-85). Stroudsburg, PA: The Association for Computational Linguistics.