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

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Abstrak

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.

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Penulis 2

Diterbitkan

2023-08-01

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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. Tersedia pada: <https://ojs.unud.ac.id/index.php/jnatia/article/view/102537>. Tanggal Akses: 14 oct. 2025 doi: https://doi.org/10.24843/JNATIA.2023.v01.i04.p16.

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Terbitan

Vol 1 No 4 (2023): JNATIA Vol. 1, No. 4, Agustus 2023

Bagian

Articles