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+# Thai Text Classification Benchmark
+
+All codes can be found at [thai2fit](https://github.com/cstorm125/thai2fit/).
+
+## Versions
+
+* Python>=3.6
+* PyTorch>=1.0
+* fastai>=1.0.38
+
+## [wongnai-corpus](https://github.com/wongnai/wongnai-corpus)
+
+Results are based on evaluation of [Wongnai Challenge: Review Rating Prediction](https://www.kaggle.com/c/wongnai-challenge-review-rating-prediction/leaderboard). Codes can be reproduced on Colab with this [notebook](https://github.com/cstorm125/thai2fit/blob/master/wongnai_cls/classification.ipynb).
+
+| model     | micro_f1_public | micro_f1_private | 
+|-----------|-----------------|------------------|
+| **ULMFit** | **0.59590**          | **0.59731**           |
+| fastText | 0.5145          | 0.5109           |
+| LinearSVC | 0.5022          | 0.4976           |
+| Kaggle Score | 0.59139          | 0.58139          |