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All Journal Jurnal Nasional Teknologi Informasi dan Aplikasinya
I Made Widi Arsa Ari Saputra
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Computer Science & IT Engineering

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Dampak Penggunaan Anotasi Penamaan yang Berbeda pada Kinerja NER I Made Widi Arsa Ari Saputra; I Wayan Supriana
Jurnal Nasional Teknologi Informasi dan Aplikasinya Vol. 1 No. 4 (2023): JNATIA Vol. 1, No. 4, Agustus 2023
Publisher : Informatics Department, Faculty of Mathematics and Natural Sciences, Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 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. 
Co-Authors I Wayan Supriana