The first cross-lingual challenge on recognition, normalization, and matching of named entities in Slavic languages (CROSBI ID 702546)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Piskorski, Jakub ; Pivovarova, Lidia ; Šnajder, Jan ; Steinberger, Josef ; Yangarber, Roman
engleski
The first cross-lingual challenge on recognition, normalization, and matching of named entities in Slavic languages
This paper describes the outcomes of the first challenge on multilingual named entity recognition that aimed at recognizing mentions of named entities in web documents in Slavic languages, their normalization/lemmatization, and cross-language matching. It was organised in the context of the 6th Balto-Slavic Natural Language Processing Workshop, co-located with the EACL 2017 conference. Although eleven teams signed up for the evaluation, due to the complexity of the task (s) and short time available for elaborating a solution, only two teams submitted results on time. The reported evaluation figures reflect the relatively higher level of complexity of named entity-related tasks in the context of processing texts in Slavic languages. Since the duration of the challenge goes beyond the date of the publication of this paper and updated picture of the participating systems and their corresponding performance can be found on the web page of the challenge.
named entity recognition ; named entity normalization ; Slavic languages
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Podaci o prilogu
76-85.
2017.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the 6th Workshop on Balto-Slavic Natural Language Processing
Podaci o skupu
The 6th Workshop on Balto-Slavic Natural Language Processing
predavanje
04.04.2017-04.04.2017
Valencia, Španjolska