asmud commited on
Commit
3f707dc
·
verified ·
1 Parent(s): a7e8052

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +50 -0
README.md CHANGED
@@ -1,3 +1,53 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  # Indonesian NER BERT Model
2
 
3
  🇮🇩 **State-of-the-art Named Entity Recognition for Indonesian Language**
 
1
+ ---
2
+ language: id
3
+ license: apache-2.0
4
+ tags:
5
+ - token-classification
6
+ - ner
7
+ - indonesian
8
+ - bert
9
+ - named-entity-recognition
10
+ - multilingual
11
+ pipeline_tag: token-classification
12
+ datasets:
13
+ - indonesian-ner
14
+ metrics:
15
+ - f1
16
+ - precision
17
+ - recall
18
+ - accuracy
19
+ model-index:
20
+ - name: cahya-indonesian-ner-tuned
21
+ results:
22
+ - task:
23
+ type: token-classification
24
+ name: Token Classification
25
+ dataset:
26
+ name: Indonesian NER Dataset
27
+ type: indonesian-ner
28
+ metrics:
29
+ - type: f1
30
+ value: 0.88
31
+ name: Macro F1
32
+ - type: f1
33
+ value: 0.96
34
+ name: Weighted F1
35
+ - type: accuracy
36
+ value: 0.95
37
+ name: Overall Accuracy
38
+ widget:
39
+ - text: "Presiden Joko Widodo menghadiri rapat di Gedung DPR pada 15 Januari 2024."
40
+ example_title: "Government Meeting"
41
+ - text: "Bank Indonesia menetapkan suku bunga 5.75 persen untuk mendorong investasi."
42
+ example_title: "Financial News"
43
+ - text: "Kementerian Kesehatan mengalokasikan dana sebesar 10 miliar rupiah untuk program vaksinasi."
44
+ example_title: "Budget Allocation"
45
+ - text: "Gubernur Jawa Barat meresmikan Bandara Internasional Kertajati di Majalengka."
46
+ example_title: "Infrastructure Development"
47
+ - text: "Mahkamah Konstitusi memutuskan UU No. 12 Tahun 2023 tentang Pemilu tidak bertentangan dengan konstitusi."
48
+ example_title: "Legal Decision"
49
+ ---
50
+
51
  # Indonesian NER BERT Model
52
 
53
  🇮🇩 **State-of-the-art Named Entity Recognition for Indonesian Language**