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README.md

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 # T5-EN-VI-SMALL:Pretraining Text-To-Text Transfer Transformer for english vietnamese translation
 
+## Results
+
+The results test-2013-en-vi
+
+| Model                                                                                                 | BLEU (Beam Search)
+| ----------------------------------------------------------------------------------------------------- | ------------------
+| [Luong & Manning (2015)](https://nlp.stanford.edu/pubs/luong-manning-iwslt15.pdf)                     | 23.30
+| Sequence-to-sequence model with attention                                                             | 26.10
+| Neural Phrase-based Machine Translation [Huang et. al. (2017)](https://arxiv.org/abs/1706.05565)      | 27.69
+| Neural Phrase-based Machine Translation + LM [Huang et. al. (2017)](https://arxiv.org/abs/1706.05565) | 28.07
+| t5-en-vi-small (pretraining)                                                                                 | **28.46** (cased)
+| t5-en-vi-small (pretraining)                                                                                | **29.23** (uncased)
+
 #### Example Using
 
 ``` bash