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Bootstrapping a User-Centered Task-Oriented Dialogue System


Jul 11, 2022
Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Lingbo Mo, Samuel Stevens, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun

* Published in 1st Proceedings of Alexa Prize TaskBot (Alexa Prize 2021) 

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Reducing Flipping Errors in Deep Neural Networks


Mar 16, 2022
Xiang Deng, Yun Xiao, Bo Long, Zhongfei Zhang


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Shepherd Pre-trained Language Models to Develop a Train of Thought: An Iterative Prompting Approach


Mar 16, 2022
Boshi Wang, Xiang Deng, Huan Sun

* Our code will be available at https://github.com/sunlab-osu/IterPrompt 

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DOM-LM: Learning Generalizable Representations for HTML Documents


Jan 25, 2022
Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun


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ReasonBERT: Pre-trained to Reason with Distant Supervision


Sep 10, 2021
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun

* Accepted to EMNLP'2021. Our code and pre-trained models are available at https://github.com/sunlab-osu/ReasonBERT 

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Graph-Free Knowledge Distillation for Graph Neural Networks


May 16, 2021
Xiang Deng, Zhongfei Zhang


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Learning with Retrospection


Dec 24, 2020
Xiang Deng, Zhongfei Zhang

* Accepted to AAAI2021 

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An Embarrassingly Simple Approach to Training Ternary Weight Networks


Nov 01, 2020
Xiang Deng, Zhongfei Zhang


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Structure-Grounded Pretraining for Text-to-SQL


Oct 24, 2020
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson


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Locally Linear Region Knowledge Distillation


Oct 19, 2020
Xiang Deng, Zhongfei, Zhang


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