GAN training - How to strengthen my discriminator?

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I use GAN in a NLP task. The loss of discriminator is approximately stable at 0.8, and the generator is only 0.3. This pic shows the loss of my training, does that mean my discriminator is weak? How to strengthen my discriminator?