FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training

no code implementations • 6 Oct 2022 • Junyi Chai, Reid Pryzant, Victor Ye Dong, Konstantin Golobokov, Chenguang Zhu, Yi Liu

Controllable text generation systems often leverage control codes to direct various properties of the output like style and length.

Attribute Causal Inference +2

DeepGen: Diverse Search Ad Generation and Real-Time Customization

no code implementations • 6 Aug 2022 • Konstantin Golobokov, Junyi Chai, Victor Ye Dong, Mandy Gu, Bingyu Chi, Jie Cao, Yulan Yan, Yi Liu

In addition, our system creates a customized ad in real-time in response to the user's search query, therefore highlighting different aspects of the same product based on what the user is looking for.

Text Generation