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indonesia-bioner
abid/indonesia-bioner
indonesia-bioner is a token classification model from abid. Use it when you need labels on individual words, such as names. It is set up for flair. The card lists the license as bsd-3-clause.
Summary: - Trained using manually annotated data from alodokter.com (online health QA platform) using UMLS guideline (see https://rdcu.be/cNxV3) - Recognize disorders (DISO) and anatomy (ANAT) entities - Achieve best…
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At a glance
- Task
- Token Classification
- Library
- flair
- License
- bsd-3-clause
- Access
- Public
- Created
- May 11, 2022
- Updated
- May 22, 2023
- SHA
- 4b3285f8
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Model card
From the Hugging Face model README
Biomedical Entity Recognition in Bahasa Indonesia
Summary:
- Trained using manually annotated data from alodokter.com (online health QA platform) using UMLS guideline (see https://rdcu.be/cNxV3)
- Recognize disorders (DISO) and anatomy (ANAT) entities
- Achieve best F1 macro score 0.81
- Based on XLM-Roberta. So, cross lingual recognition might work.
CITATION
This work is done with generous support from Safitri Juanita, Dr. Diana Purwitasari and Dr. Mauridhi Hery Purnomo from Institut Teknologi Sepuluh Nopember, Indonesia.
Citation for academic purpose will be provided later.
In the meantime, please let me know whenever you use this model (mail to : abid(dot)famasya(at)gmail.com) :)
For demo, please go to the HF space demo: https://huggingface.co/spaces/abid/id-bioner-demo
- Task
- Token Classification
- Library
- flair
- License
- bsd-3-clause
- Languages
- id, en
- Created
- May 11, 2022
- Updated
- May 22, 2023