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Machine Translation

  • Implement with Python and PyTorch.
  • Encoder is multi-layer bidirectional RNN(GRU, LSTM).
  • Decoder is multi-layer RNN(GRU, LSTM) with Attention(Dot, Bilinear, MLP).
  • Predict sentences with greedy search or beam search.
  • Evaluate with BLEU score.
  • Test with English Chinese parallel corpus.

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Machine translation

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