/nmt_seq2seq

Neural Machine Translation - English to German Translation using seq2seq model without attention

Primary LanguageJupyter Notebook

nmt_seq2seq

Neural Machine Translation - English to German Translation using seq2seq model (Tensorflow implementation)

  • Developed a deep learning based model to translate sentences from English to German.
  • Used seq2seq architecture along with bidirectional LSTM as a recurrent unit.
  • Used pre-trained english word embedding.
  • Achieved a bleu score of 0.195 on the test set.
  • Tools used: Tensorflow, NLTK, Google Colab.