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Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning


Jan 31, 2023
Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li

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Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing


Jan 18, 2023
Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li

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* Accepted to AAAI 2023 main conference (oral) 

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SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph


Jan 05, 2023
Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang

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* AAAI 2023 

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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

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* 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

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* Accepted at COLING 2022 

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Latent Heterogeneous Graph Network for Incomplete Multi-View Learning


Aug 29, 2022
Pengfei Zhu, Xinjie Yao, Yu Wang, Meng Cao, Binyuan Hui, Shuai Zhao, Qinghua Hu

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* IEEE Transactions on Multimedia, early access, February 2022 
* 13 pages, 9 figures, IEEE Transactions on Multimedia 

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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

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* Accepted at KDD 2022 

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S$^2$SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers


Mar 14, 2022
Binyuan Hui, Ruiying Geng, Lihan Wang, Bowen Qin, Bowen Li, Jian Sun, Yongbin Li

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* Accepted at ACL 2022 Findings 

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SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing


Nov 18, 2021
Bowen Qin, Lihan Wang, Binyuan Hui, Ruiying Geng, Zheng Cao, Min Yang, Jian Sun, Yongbin Li

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