i tried training on qoura qeustion pair using MaLSTM

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I use MSELoss has described in the paper, but it seems it is not learning anything

  
      hal.archives-ouvertes.fr
  
  
    
Manhattan_Siamese_LSTM_for_Question_Retrieval_in_Community_Question_Answering__1_.pdf 1

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