Search Results for author: Victor Ye Dong

Found 3 papers, 1 papers with code

Semi-Offline Reinforcement Learning for Optimized Text Generation

1 code implementation16 Jun 2023 Changyu Chen, Xiting Wang, Yiqiao Jin, Victor Ye Dong, Li Dong, Jie Cao, Yi Liu, Rui Yan

In reinforcement learning (RL), there are two major settings for interacting with the environment: online and offline.

Offline RL reinforcement-learning +2

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

no code implementations6 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 implementations6 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

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