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



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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On the Learning of Non-Autoregressive Transformers



Fei Huang , Tianhua Tao , Hao Zhou , Lei Li , Minlie Huang

* accepted at ICML2022 

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



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



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



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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mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections



Chenliang Li , Haiyang Xu , Junfeng Tian , Wei Wang , Ming Yan , Bin Bi , Jiabo Ye , Hehong Chen , Guohai Xu , Zheng Cao , Ji Zhang , Songfang Huang , Fei Huang , Jingren Zhou , Luo Si


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Directed Acyclic Transformer for Non-Autoregressive Machine Translation



Fei Huang , Hao Zhou , Yang Liu , Hang Li , Minlie Huang

* accepted at ICML2022 

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Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting



Mingyang Chen , Wen Zhang , Zhen Yao , Xiangnan Chen , Mengxiao Ding , Fei Huang , Huajun Chen

* IJCAI 2022 

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Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction



Xiang Chen , Ningyu Zhang , Lei Li , Yunzhi Yao , Shumin Deng , Chuanqi Tan , Fei Huang , Luo Si , Huajun Chen

* Accepted by NAACL 2022 

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