Update README.md

README.md

@@ -6,4 +6,43 @@ language:
 - th
 metrics:
 - f1
----
+---
+
+This is a Named Entity Recognition model that trained with [Thai NER v2.0 Corpus](https://huggingface.co/datasets/pythainlp/thainer-corpus-v2)
+
+The model was trained by [WangchanBERTa base model](https://huggingface.co/airesearch/wangchanberta-base-att-spm-uncased).
+
+Validation from the Validation set
+- Precision: 0.830336794125095
+- Recall: 0.873701039168665
+- F1: 0.8514671513892494
+- Accuracy: 0.9736483416628805
+
+Test from the Test set
+- Precision: 0.8199168093956447
+- Recall: 0.8781446540880503
+- F1: 0.8480323927622422
+- Accuracy: 0.9724346779516247
+
+Download: [HuggingFace Hub](https://huggingface.co/datasets/pythainlp/thainer-corpus-v2)
+
+Read more: [Thai NER v2.0](https://pythainlp.github.io/Thai-NER/version/2)
+
+## 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}
+}
+```