Part of the Physical Sciences and Mathematics Commons

Works by Zhiting Hu in Physical Sciences and Mathematics

2024

Efficient (Soft) Q-Learning for Text Generation with Limited Good Data, Han Guo, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu
Eric P. Xing

Neural-symbolic interaction and co-evolving, Bowen Tan, Shibo Hao, Eric Xing, Zhiting Hu
Eric P. Xing

2023

Neural-symbolic interaction and co-evolving, Bowen Tan, Shibo Hao, Eric Xing, Zhiting Hu
Machine Learning Faculty Publications

ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models, Jiannan Xiang, Zhengzhong Liu, Yucheng Zhou, Eric P. Xing, Zhiting Hu
Eric P. Xing

2022

Efficient (Soft) Q-Learning for Text Generation with Limited Good Data, Han Guo, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu
Machine Learning Faculty Publications

PDF

ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models, Jiannan Xiang, Zhengzhong Liu, Yucheng Zhou, Eric P. Xing, Zhiting Hu
Machine Learning Faculty Publications

RLPROMPT: Optimizing Discrete Text Prompts With Reinforcement Learning, Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, Yihan Wang, Han Guo, Tianmin Shu, Meng Song, Eric Xing, Zhiting Hu
Eric P. Xing

RLPROMPT: Optimizing Discrete Text Prompts With Reinforcement Learning, Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, Yihan Wang, Han Guo, Tianmin Shu, Meng Song, Eric Xing, Zhiting Hu
Machine Learning Faculty Publications

Text generation with efficient (Soft) Q-learning, Hanlin Guo, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu
Eric P. Xing

Panoramic learning with a standardized machine learning formalism, Zhiting Hu, Eric P. Xing
Eric P. Xing

Progressive generation of long text with pretrained language models, Bowen Tan, Zichao Yang, Maruan Al-Shedivat, Eric P. Xing, Zhiting Hu
Eric P. Xing

2021

Panoramic learning with a standardized machine learning formalism, Zhiting Hu, Eric P. Xing
Machine Learning Faculty Publications

PDF

Text generation with efficient (Soft) Q-learning, Hanlin Guo, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu
Machine Learning Faculty Publications

Compression, Transduction, And Creation: A Unified Framework for Evaluating Natural Language Generation, Mingkai Deng, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu
Machine Learning Faculty Publications

2020

Progressive generation of long text with pretrained language models, Bowen Tan, Zichao Yang, Maruan Al-Shedivat, Eric P. Xing, Zhiting Hu
Machine Learning Faculty Publications