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

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Abstract

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.
Original languageEnglish
Title of host publicationProceedings of the 6th Workshop on Balto-Slavic Natural Language Processing
Number of pages10
Place of PublicationStroudsburg, PA
PublisherThe Association for Computational Linguistics
Publication date2017
Pages76-85
ISBN (Print)978-1-945626-45-6
Publication statusPublished - 2017
MoE publication typeA4 Article in conference proceedings
EventWorkshop on Balto-Slavic Natural Language Processing - Valencia, Spain
Duration: 4 Apr 20174 Apr 2017
Conference number: 6

Fields of Science

  • 113 Computer and information sciences

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