Machine Translation System for Vietnamese-English and Chinese-English

Model	Language	Best Validation BLEU
RNN encoder without attention	Vi-EN	11.55
RNN encoder with attention	Vi-EN	27.62
Convolution encoder with attention	Vi-EN	7.5
Self attention encoder	Vi-EN	16.14
RNN encoder without attention	Zh-EN	7.59
RNN encoder with attention	Zh-EN	17.19
Self attention encoder	Vi-EN	7.31

Name		Name	Last commit message	Last commit date
__pycache__		__pycache__
old_py_n_nb_files		old_py_n_nb_files
saved_files		saved_files
Proejct_report.pdf		Proejct_report.pdf
README.md		README.md
bleu_score.py		bleu_score.py
conv-encoder-vi-en.ipynb		conv-encoder-vi-en.ipynb
conv-encoder-zh-en.ipynb		conv-encoder-zh-en.ipynb
encoder-decoder-with-n-wo-attn-vi-en.ipynb		encoder-decoder-with-n-wo-attn-vi-en.ipynb
encoder-decoder-with-n-wo-attn-zh-en.ipynb		encoder-decoder-with-n-wo-attn-zh-en.ipynb
load_dataset_viet.py		load_dataset_viet.py
load_dataset_zh_wcharoption.py		load_dataset_zh_wcharoption.py
self_attention_cleaned_viet_en.ipynb		self_attention_cleaned_viet_en.ipynb
self_attention_cleaned_zh_en.ipynb		self_attention_cleaned_zh_en.ipynb

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