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--- |
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license: cc-by-4.0 |
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datasets: |
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- pythainlp/thainer-corpus-v2 |
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language: |
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- th |
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metrics: |
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- f1 |
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widget: |
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- text: "ฉันชื่อ นางสาวมะลิวา บุญสระดี อาศัยอยู่ที่อำเภอนางรอง จังหวัดบุรีรัมย์ อายุ 23 ปี เพิ่งเรียนจบจาก มหาวิทยาลัยขอนแก่น และนี่คือข้อมูลปลอม ชื่อคนไม่มีอยู่จริง" |
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--- |
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This is a Named Entity Recognition model that trained with [Thai NER v2.0 Corpus](https://huggingface.co/datasets/pythainlp/thainer-corpus-v2) |
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The model was trained by [WangchanBERTa base model](https://huggingface.co/airesearch/wangchanberta-base-att-spm-uncased). |
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Validation from the Validation set |
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- Precision: 0.830336794125095 |
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- Recall: 0.873701039168665 |
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- F1: 0.8514671513892494 |
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- Accuracy: 0.9736483416628805 |
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Test from the Test set |
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- Precision: 0.8199168093956447 |
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- Recall: 0.8781446540880503 |
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- F1: 0.8480323927622422 |
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- Accuracy: 0.9724346779516247 |
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Download: [HuggingFace Hub](https://huggingface.co/datasets/pythainlp/thainer-corpus-v2) |
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Read more: [Thai NER v2.0](https://pythainlp.github.io/Thai-NER/version/2) |
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## Cite |
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> Wannaphong Phatthiyaphaibun. (2022). Thai NER 2.0 (2.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7761354 |
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or BibTeX |
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``` |
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@dataset{wannaphong_phatthiyaphaibun_2022_7761354, |
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author = {Wannaphong Phatthiyaphaibun}, |
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title = {Thai NER 2.0}, |
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month = sep, |
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year = 2022, |
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publisher = {Zenodo}, |
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version = {2.0}, |
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doi = {10.5281/zenodo.7761354}, |
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url = {https://doi.org/10.5281/zenodo.7761354} |
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} |
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``` |
