On Training Bi-directional Neural Network Language Model with Noise Contrastive Estimation

Preprint English OPEN
He, Tianxing; Zhang, Yu; Droppo, Jasha; Yu, Kai;
(2016)
  • Subject: Computer Science - Computation and Language

We propose to train bi-directional neural network language model(NNLM) with noise contrastive estimation(NCE). Experiments are conducted on a rescore task on the PTB data set. It is shown that NCE-trained bi-directional NNLM outperformed the one trained by conventional ... View more
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