metadata
tags:
- flair
- token-classification
- sequence-tagger-model
language:
- id
- en
license: bsd-3-clause
widget:
- text: >-
Dok saya mau tanya kenapa ya kulit saya kering bersisik gitu dok. Apalagi
bagian tumit sampai nglupas terus gatal. Penyebabnya apa y dok terus cara
mengobatinya gimana? Terima kasi
- text: >-
halo dok saya mau bertanya saya sering merasa cemas resah dan takut akan
semua yg saya lakukan dan kejar , padahal aktifitas sehari hari berjalan
lancar pdahal saya di kantor cukup terbilang sebagai karyawan terbaik
tetapi saya merasa terbebani dengan cemas dan rasa takut itu sendiri
- text: >-
Does anyone else feel like their losing there mind with all the hormonal
changes? One minute Im all happy and then Im crying. Tumor was seen in
2014 and I was never told. Lots of other surgeries, they have already told
me surgery needs to done. This would be around my 20th surgery. Alot of
different parts of body have been medically altered and this time its all
my chose on what i want to do. Im opting to just let it all go and let god
do what he needs to with me. Im not scared for myself but for my family
and people I love.
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