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What Dense Graph Do You Need for Self-Attention?


Jun 09, 2022
Yuxing Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu

* Accepted by ICML 2022. Code is available at https://github.com/yxzwang/Normalized-Information-Payload 

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Dialogue Meaning Representation for Task-Oriented Dialogue Systems


Apr 23, 2022
Xiangkun Hu, Junqi Dai, Hang Yan, Yi Zhang, Qipeng Guo, Xipeng Qiu, Zheng Zhang


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Towards Collaborative Question Answering: A Preliminary Study


Jan 24, 2022
Xiangkun Hu, Hang Yan, Qipeng Guo, Xipeng Qiu, Weinan Zhang, Zheng Zhang


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A Unified Generative Framework for Various NER Subtasks


Jun 02, 2021
Hang Yan, Tao Gui, Junqi Dai, Qipeng Guo, Zheng Zhang, Xipeng Qiu

* Accepted in the main conference of ACL-IJCNLP 2021 

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Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings


Jan 25, 2021
Qipeng Guo, Zhijing Jin, Ziyu Wang, Xipeng Qiu, Weinan Zhang, Jun Zhu, Zheng Zhang, David Wipf

* A condensed version is accepted to AISTATS 2021 

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CoLAKE: Contextualized Language and Knowledge Embedding


Oct 01, 2020
Tianxiang Sun, Yunfan Shao, Xipeng Qiu, Qipeng Guo, Yaru Hu, Xuanjing Huang, Zheng Zhang

* Accepted by COLING 2020 

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CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training


Jun 11, 2020
Qipeng Guo, Zhijing Jin, Xipeng Qiu, Weinan Zhang, David Wipf, Zheng Zhang

* Submitted to NeurIPS 2020 

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