A Sequence to Sequence with Attention Model for translate chinese sentence to english sentence. Reference to the paper: [https://aclweb.org/anthology/D15-1166]
Here are packages must be installed.
$ git clone https://github.com/victorlin12345/Chinese2English_Seq2Seq_Attention.git
$ pip install tensorflow==2.0.0-rc0
$ pip install jiebatrain, translate functions is provided in this project now.
- train: can train your own model by this command line.
$ python3 run_nn.py train
- transalte: after input this command line will show the input line for typing your single chinese sentence. Press Ctrl+C to leave. ( This project provides the model trained only 5 EPOCHS. )
$ python3 run_nn.py translate 湯姆累了。 tom was tired .
Here are some Ch2Eng results from my project.
| Chinese | English |
|---|---|
| 你好 | how you are ! |
| 湯姆累了。 | tom tried . |
| 祝我好運。 | i hope i am good luck . |
| 瑪麗笑了。 | mary smiled . |
| 今天天氣很好。 | it's a nice day . |
| 抱歉，我總是遲到。 | i'm sorry that i am late . |
| 醫生叫我要多休息。 | the doctor called me a while i should take a while . |
| 其實我只想知道事實。 | i wonder if i know the facts . |
| 紐西蘭是個美麗的國家。 | witzerland is a beautiful country . |
| 我想要養一隻貓，但我媽媽不讓我養。 | i want to the cat and i don't have a banana drinking . |