|
--- |
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language: |
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- th |
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license: cc-by-3.0 |
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task_categories: |
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- token-classification |
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dataset_info: |
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features: |
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- name: words |
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sequence: string |
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- name: ner |
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sequence: |
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class_label: |
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names: |
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'0': B-PERSON |
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'1': I-PERSON |
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'2': O |
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'3': B-ORGANIZATION |
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'4': B-LOCATION |
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'5': I-ORGANIZATION |
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'6': I-LOCATION |
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'7': B-DATE |
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'8': I-DATE |
|
'9': B-TIME |
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'10': I-TIME |
|
'11': B-MONEY |
|
'12': I-MONEY |
|
'13': B-FACILITY |
|
'14': I-FACILITY |
|
'15': B-URL |
|
'16': I-URL |
|
'17': B-PERCENT |
|
'18': I-PERCENT |
|
'19': B-LEN |
|
'20': I-LEN |
|
'21': B-AGO |
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'22': I-AGO |
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'23': B-LAW |
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'24': I-LAW |
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'25': B-PHONE |
|
'26': I-PHONE |
|
'27': B-EMAIL |
|
'28': I-EMAIL |
|
'29': B-ZIP |
|
'30': B-TEMPERATURE |
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'31': I-TEMPERATURE |
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splits: |
|
- name: train |
|
num_bytes: 3739947 |
|
num_examples: 4379 |
|
- name: validation |
|
num_bytes: 1215876 |
|
num_examples: 1475 |
|
- name: test |
|
num_bytes: 1243881 |
|
num_examples: 1472 |
|
download_size: 999069 |
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dataset_size: 6199704 |
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configs: |
|
- config_name: default |
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data_files: |
|
- split: train |
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path: data/train-* |
|
- split: validation |
|
path: data/validation-* |
|
- split: test |
|
path: data/test-* |
|
--- |
|
# Thai NER v2.2 |
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|
|
Thai Named Entity Recognition Corpus |
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|
|
|
|
**You can download .conll to train named entity model in [https://zenodo.org/records/10795907](https://zenodo.org/records/10795907).** |
|
|
|
**Size** |
|
|
|
- Train: 3,938 docs |
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- Validation: 1,313 docs |
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- Test: 1,313 Docs |
|
|
|
Some data come from crowdsourcing between Dec 2018 - Nov 2019. [https://github.com/wannaphong/thai-ner](https://github.com/wannaphong/thai-ner) |
|
|
|
**Domain** |
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- News (It, politics, economy, social) |
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- PR (KKU news) |
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- general |
|
|
|
**Source** |
|
- I use sone data from Nutcha’s theses (http://pioneer.chula.ac.th/~awirote/Data-Nutcha.zip) and improve data by rechecking and adding more tagging. |
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- Twitter |
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- Blognone.com - It news |
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- thaigov.go.th |
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- kku.ac.th |
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|
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And more (the lists are lost.) |
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|
|
**Tag** |
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|
|
- DATE - date |
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- TIME - time |
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- EMAIL - email |
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- LEN - length |
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- LOCATION - Location |
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- ORGANIZATION - Company / Organization |
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- PERSON - Person name |
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- PHONE - phone number |
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- TEMPERATURE - temperature |
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- URL - URL |
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- ZIP - Zip code |
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- MONEY - the amount |
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- LAW - legislation |
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- PERCENT - PERCENT |
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|
|
|
|
## Cite |
|
|
|
> Wannaphong Phatthiyaphaibun. (2024). Thai NER 2.2 (2.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10795907 |
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|
|
or BibTeX |
|
|
|
``` |
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@dataset{wannaphong_phatthiyaphaibun_2024_10795907, |
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author = {Wannaphong Phatthiyaphaibun}, |
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title = {Thai NER 2.2}, |
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month = mar, |
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year = 2024, |
|
publisher = {Zenodo}, |
|
version = {2.2}, |
|
doi = {10.5281/zenodo.10795907}, |
|
url = {https://doi.org/10.5281/zenodo.10795907} |
|
} |
|
``` |
