parthvishah / machine_translation

Machine translation system for two language: Chinese to English and Vietnamese to English

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