Xiao-I Secures Another Chinese Invention Patent Achievement!

Intellectual property stands as the outcome of scientific and technological innovation, serving as the prime mover behind its generation. Protecting intellectual property is protecting innovation. As a global pioneer in the field of cognitive intelligence, Xiao-I not only adheres to scientific and technological innovation but also continues to invest in the creation, operation, and protection of intellectual property rights, yielding substantial and meaningful results.

Xiao-I and East China Normal University co-created and hold the patent together, titled “Method for Building a Dual Discriminator Dialogue Generation Model Based on Generative Adversarial Networks,” has been awarded an invention patent certificate with patent number ZL201911224148.2.

The invention discloses a method for constructing a dual discriminator dialogue generation model based on a generative adversarial network. The process involves corpus to obtain a quaternary corpus with similar dialogue information. Subsequently, the rewriting model and the discriminative model undergo pre-training. The former can rewrite the matched similar replies to generate a reply that is more in line with the current context, while the latter can discern true from false statements, distinguishing their origin from the corpus or the rewriting model. Finally, adversarial learning is carried out between the rewriting and discriminative models, yielding optimal rewriting efficacy. This invention has made significant progress in improving the syntax and contextual relevance of sentence generation by introducing two discriminators to improve the generation model from multiple perspectives.