Dampak Penggunaan Anotasi Penamaan yang Berbeda pada Kinerja NER

I Made Widi Arsa Ari Saputra; I Wayan Supriana

doi:10.24843/JNATIA.2023.v01.i04.p16

Dampak Penggunaan Anotasi Penamaan yang Berbeda pada Kinerja NER

I Made Widi Arsa Ari Saputra universitas udayana
I Wayan Supriana Universitas Udayana

DOI: https://doi.org/10.24843/JNATIA.2023.v01.i04.p16

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.

pdf (Bahasa Indonesia)

Published

2023-08-01

How to Cite

SAPUTRA, I Made Widi Arsa Ari; SUPRIANA, I Wayan. Dampak Penggunaan Anotasi Penamaan yang Berbeda pada Kinerja NER. Jurnal Nasional Teknologi Informasi dan Aplikasnya, [S.l.], v. 1, n. 4, p. 1141-1148, aug. 2023. ISSN 3032-1948. Available at: <http://103.29.196.112/index.php/jnatia/article/view/102537>. Date accessed: 04 mar. 2026. doi: https://doi.org/10.24843/JNATIA.2023.v01.i04.p16.

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