Generative Adversarial Nets

method ID: generativeadversarialnets

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AbstractGenerating relevant responses in a dialog is challenging, and requires not only proper modeling of context in the conversation, but also being able to generate fluent sentences during inference. In …...

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Best Student Forcing: A Simple Training Mechanism in Adversarial Language Generation

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AbstractLanguage models trained with Maximum Likelihood Estimation (MLE) have been considered as a mainstream solution in Natural Language Generation (NLG) for years. Recently, various approaches with Generative Adversarial Nets (GANs) …...

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