toooooodo/pytorch-simple-seq2seq

Simple Seq2Seq with Attention in Pytorch

Pytorch Implementation of Simple Seq2Seq with Attention

A Seq2seq network to translate from French to English.

Pytorch version: 1.1.0

Reference:

• 《动手学深度学习》10.12. 机器翻译
• Pytorch Tutorials TRANSLATION WITH A SEQUENCE TO SEQUENCE NETWORK AND ATTENTION

Dataset:

• Tatoeba Project French - English

To evaluate, we sample 5 sentences randomly, and network performance are as follows:

epoch	input sentence	target sentence	output sentence
30	nous sommes deja en retard .	we re already late .	we re all proud of us .
30	on s occupe bien d eux .	they are well looked after .	they re jealous of us .
30	tu agis comme un enfant .	you re acting like a child .	you re acting like a child .
30	elles sont toutes normales .	they re all normal .	they re all dead .
30	e ne te donnerai aucun argent .	i m not giving you any money .	i m not giving you any more money .
70	nous sommes deja en retard .	we re already late .	we re all late .
70	on s occupe bien d eux .	they are well looked after .	she s a bit in agreement .
70	tu agis comme un enfant .	you re acting like a child .	you re acting like a child .
70	elles sont toutes normales .	they re all normal .	they re all mad .
70	e ne te donnerai aucun argent .	i m not giving you any money .	i m not giving you any money .
100	nous sommes deja en retard .	we re already late .	we re already late .
100	on s occupe bien d eux .	they are well looked after .	they are well looked after .
100	tu agis comme un enfant .	you re acting like a child .	you re acting like a child .
100	elles sont toutes normales .	they re all normal .	they re all normal .
100	e ne te donnerai aucun argent .	i m not giving you any money .	i m not giving you any money .