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SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation


Sep 14, 2022
Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li

* 14 pages, 5 figures. Accepted by SIGIR 2022 

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SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding


Sep 14, 2022
Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li

* 17 pages, 6 figures. Accepted by COLING 2022 

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SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers


Sep 14, 2022
Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li

* Accepted at COLING 2022 

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Lifelong Learning for Question Answering with Hierarchical Prompts


Aug 31, 2022
Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Luo Si, Yongbin Li


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A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions


Aug 29, 2022
Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Jinyang Li, Binhua Li, Ruiying Geng, Rongyu Cao, Jian Sun, Luo Si, Fei Huang, Yongbin Li


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Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing


Jun 28, 2022
Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Fei Huang, Luo Si, Yongbin Li

* Accepted at KDD 2022 

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Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding


Jun 27, 2022
Chuwei Luo, Guozhi Tang, Qi Zheng, Cong Yao, Lianwen Jin, Chenliang Li, Yang Xue, Luo Si

* Under review 

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Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems


Jun 09, 2022
Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li

* Accepted by KDD 2022, ADS track 

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Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue System


May 31, 2022
Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li

* Accepted by KDD 2022, ADS track 

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Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning


May 29, 2022
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen

* Work in progress 

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