|
--- |
|
dataset_info: |
|
features: |
|
- name: words |
|
sequence: string |
|
- name: ner |
|
sequence: |
|
class_label: |
|
names: |
|
'0': B-PERSON |
|
'1': I-PERSON |
|
'2': O |
|
'3': B-ORGANIZATION |
|
'4': B-LOCATION |
|
'5': I-ORGANIZATION |
|
'6': I-LOCATION |
|
'7': B-DATE |
|
'8': I-DATE |
|
'9': B-TIME |
|
'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 |
|
'22': I-AGO |
|
'23': B-LAW |
|
'24': I-LAW |
|
'25': B-PHONE |
|
'26': I-PHONE |
|
'27': B-EMAIL |
|
'28': I-EMAIL |
|
'29': B-ZIP |
|
'30': B-TEMPERATURE |
|
'31': I-TEMPERATURE |
|
'32': B-DTAE |
|
'33': I-DTAE |
|
'34': B-DATA |
|
'35': I-DATA |
|
splits: |
|
- name: train |
|
num_bytes: 3736419 |
|
num_examples: 3938 |
|
- name: validation |
|
num_bytes: 1214580 |
|
num_examples: 1313 |
|
- name: test |
|
num_bytes: 1242609 |
|
num_examples: 1313 |
|
download_size: 974230 |
|
dataset_size: 6193608 |
|
license: cc-by-3.0 |
|
task_categories: |
|
- token-classification |
|
language: |
|
- th |
|
--- |
|
# Dataset Card for "thainer-corpus-v2" |
|
|
|
## News!!! |
|
> Thai NER v2.2 is released! Please use Thai NER 2.2 instead This corpus. |
|
> Thai NER v2.2: [https://huggingface.co/datasets/pythainlp/thainer-corpus-v2.2](https://huggingface.co/datasets/pythainlp/thainer-corpus-v2.2) |
|
|
|
Thai Named Entity Recognition Corpus |
|
|
|
Home Page: [https://pythainlp.github.io/Thai-NER/version/2](https://pythainlp.github.io/Thai-NER/version/2) |
|
|
|
Training script and split data: [https://zenodo.org/record/7761354](https://zenodo.org/record/7761354) |
|
|
|
**You can download .conll to train named entity model in [https://zenodo.org/record/7761354](https://zenodo.org/record/7761354).** |
|
|
|
**Size** |
|
|
|
- Train: 3,938 docs |
|
- Validation: 1,313 docs |
|
- 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** |
|
- News (It, politics, economy, social) |
|
- PR (KKU news) |
|
- 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. |
|
- Twitter |
|
- Blognone.com - It news |
|
- thaigov.go.th |
|
- kku.ac.th |
|
|
|
And more (the lists are lost.) |
|
|
|
**Tag** |
|
|
|
- DATA - date |
|
- TIME - time |
|
- EMAIL - email |
|
- LEN - length |
|
- LOCATION - Location |
|
- ORGANIZATION - Company / Organization |
|
- PERSON - Person name |
|
- PHONE - phone number |
|
- TEMPERATURE - temperature |
|
- URL - URL |
|
- ZIP - Zip code |
|
- MONEY - the amount |
|
- LAW - legislation |
|
- PERCENT - PERCENT |
|
|
|
Download: [HuggingFace Hub](https://huggingface.co/datasets/pythainlp/thainer-corpus-v2) |
|
|
|
## Cite |
|
|
|
> Wannaphong Phatthiyaphaibun. (2022). Thai NER 2.0 (2.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7761354 |
|
|
|
or BibTeX |
|
|
|
``` |
|
@dataset{wannaphong_phatthiyaphaibun_2022_7761354, |
|
author = {Wannaphong Phatthiyaphaibun}, |
|
title = {Thai NER 2.0}, |
|
month = sep, |
|
year = 2022, |
|
publisher = {Zenodo}, |
|
version = {2.0}, |
|
doi = {10.5281/zenodo.7761354}, |
|
url = {https://doi.org/10.5281/zenodo.7761354} |
|
} |
|
``` |
