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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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$\mathsf{G^2Retro}$: Two-Step Graph Generative Models for Retrosynthesis Prediction


Jun 10, 2022
Ziqi Chen, Oluwatosin R. Ayinde, James R. Fuchs, Huan Sun, Xia Ning

* 26 pages, 9 figures 

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Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications


May 05, 2022
Yaqiong Zhao, Wei Xu, Xiaohu You, Ning Wang, Huan Sun


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Synthetic Question Value Estimation for Domain Adaptation of Question Answering


Mar 16, 2022
Xiang Yue, Ziyu Yao, Huan Sun

* ACL 2022 Main Conference 

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Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again


Mar 16, 2022
Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su


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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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TopNet: Learning from Neural Topic Model to Generate Long Stories


Dec 14, 2021
Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun

* Yang, Yazheng, Boyuan Pan, Deng Cai, and Huan Sun. "TopNet: Learning from Neural Topic Model to Generate Long Stories." In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, pp. 1997-2005. 2021 
* KDD2021, 9 pages 

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Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction


Oct 15, 2021
Lingbo Mo, Ashley Lewis, Huan Sun, Michael White


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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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