Jurnal Nasional Teknologi Informasi dan Aplikasinya
Vol 1 No 4 (2023): JNATIA Vol. 1, No. 4, Agustus 2023

Dampak Penggunaan Anotasi Penamaan yang Berbeda pada Kinerja NER

Saputra, I Made Widi Arsa Ari (Unknown)
Supriana, I Wayan (Unknown)

Article Info

Publish Date
01 Aug 2023

Abstract

In developing the NER model, naming annotations are used as an important part of the training process. The impact of using different naming annotations on NER performance has been a concern in the research community. So,the writer wants to once again, test the impact of using different naming annotations using the spaCy library on English documents. Using 2 naming schemes namely BIO and IOBES, using the spaCy model to get 0.96 accuracy for BIO and 0.95 for IOBES. Keywords: NER, Person Entity, spaCy, BIO, IOBES, Named Entity Annotation

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Journal Info
Jurnal Nasional Teknologi Informasi dan Aplikasinya
Website

Abbrev

jnatia

Publisher

Universitas Udayana

Subject

Computer Science & IT

Description

JNATIA (Jurnal Nasional Teknologi Informasi dan Aplikasinya) merupakan jurnal yang berfokus pada teori, praktik dan metodologi seluruh aspek teknologi di bidang ilmu dan teknik komputer serta ide-ide produktif dan inovatif terkait teknologi baru dan sistem informasi. Jurnal ini memuat makalah ...