Naslov
Building and Evaluating Universal Named-Entity Recognition English Corpus

Autori
Alves, Diego ; Thakkar, Gaurish ; Tadić, Marko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 2nd International Workshop on Cross-lingual Event-centric Open Analytics / Demidova, Elena ; Hakimov, Sherzod ; Winters, Jane ; Tadić, Marko - Ljubljana, 2021, 1-15

Skup
2nd International Workshop on Cross-lingual Event-centric Open Analytics (CLEOPATRA 2021)

Mjesto i datum
Ljubljana, Slovenija, 12.04.2021

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
universal named entities recognition ; cross-lingual information ; event-centric analytics

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti, Filologija

POVEZANOST RADA