Upload README.md with huggingface_hub
Browse files
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**
|