Building and Evaluating Universal Named-Entity Recognition English Corpus (CROSBI ID 701823)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Alves, Diego ; Thakkar, Gaurish ; Tadić, Marko
engleski
Building and Evaluating Universal Named-Entity Recognition English Corpus
This article presents the application of the Universal Named Entity framework to generate automatically annotated corpora. By us- ing a workflow that extracts Wikipedia data and meta-data and DB- pedia information, we generated an English dataset which is described and evaluated. Furthermore, we conducted a set of experiments to im- prove the annotations in terms of precision, recall, and F1-measure. The final dataset is available and the established workflow can be applied to any language with existing Wikipedia and DBpedia. As part of future research, we intend to continue improving the annotation process and extend it to other languages.
universal named entities recognition ; cross-lingual information ; event-centric analytics
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Podaci o prilogu
1-15.
2021.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the 2nd International Workshop on Cross-lingual Event-centric Open Analytics
Demidova, Elena ; Hakimov, Sherzod ; Winters, Jane ; Tadić, Marko
Ljubljana:
1613-0073
Podaci o skupu
2nd International Workshop on Cross-lingual Event-centric Open Analytics (CLEOPATRA 2021)
predavanje
12.04.2021-12.04.2021
Ljubljana, Slovenija