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METHOD AND APPARATUS FOR TRAINING DIALOG GENERATION MODEL, DIALOG GENERATION METHOD AND APPARATUS, AND MEDIUM
METHOD AND APPARATUS FOR TRAINING DIALOG GENERATION MODEL, DIALOG GENERATION METHOD AND APPARATUS, AND MEDIUM
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机译:用于训练对话框生成模型的方法和装置,对话生成方法和装置,以及介质
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摘要
The disclosure discloses a method and an apparatus for training a dialog generation model, and a dialog generation method and apparatus, and relates to the field of artificial intelligence. The method includes: encoding a context sample to obtain a first latent variable, and recognizing the first latent variable to obtain a prior latent variable; encoding a response sample to obtain a second latent variable; encoding a response similar sample to obtain a third latent variable; performing recognition according to a Gaussian mixture distribution of the first latent variable, the second latent variable, and the third latent variable to obtain a posterior latent variable; and matching the prior latent variable with the posterior latent variable, and performing adversarial training on a dialog generation model.
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