Language Translation (NMT).

This is the code for the language translation challenge by Siraj here. This code implemnents Neural Machine Translation which is what Google Translate uses to translate Languages.

• tensorflow
• nltk
• six

Install missing dependencies with pip

To train model on data and test it to compute the BLEU score run this:

python translate.py source_language target_language (i.e. python translate.py fr en for fr->en translation)

• Translation from French -> English (fr-en dataset)

  • Some success cases

    French	English
    Bonjour	Morning
    Au revior	Good bye
    Merci	Thanks
    Je m'appelle Dan Ellsey	My name is Dan Ellsey

  • Some failure cases

    French	English
    Voici Bill Lange	I am this next woman Bill
    La vérité est que le Titanic	Long being why I see special of
    Le problème	People

• Translation from Finnish -> English (fi-en dataset)

  • Some success cases

    Finnish	English
    Istuntokauden uudelleenavaaminen	Resumption
    Hyvaa huomenta	Good morning
    Kiitos	Thanks
    Nimeni on	My name is

  • Some failure cases

    Finnish	English
    Voin taata täällä	Woman here I here say say say
    Haluaisin kuitenkin painottaa	However, it it it stress
    sanotun yhteisen maatalouspolitiikan	s take of of of policy

Credits to fanshi118 for the base code and Siraj for the challenge idea.