Language Style Transfer from Sentences with Arbitrary Unknown Styles

Understand

Language style transfer is the problem of migrating the content of a source sentence to a target style.

• In many of its applications, parallel training data are not available and source sentences to be transferred may have arbitrary and unknown styles.
• First, each sentence is encoded into its content and style latent representations.
• Then, by recombining the content with the target style, we decode a sentence aligned in the target domain.