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Xu Xiao 徐啸

Jackpot: 5.555.555 SPIN Autoplay. Decomposition of open-vocabulary dialog state tracking to state operation prediction and slot value generation, achieving excellent joint goal accuracy with very efficient computation - ACL 2020 Sungdong Kim, Sohee Yang, Gyuwan Kim, and Sang-Woo Lee. ← Select a category and a module group on the left to get a list of modules. Drag a module to the layout to see its stats and show the total of the entire layout. Slot Filling by Dynamic Routing-by-agreement We propose to determine the slot type for each word by dynamically route prediction vectors of each word from WordCaps to SlotCaps. The dy- namic routing-by-agreement learns an agreement value c ktthat determines how likely the t-th word agrees to be routed to the k-th slot capsule.

I am a Ph.D. student in Research Center for Social Computing and Information Retrieval at Harbin Institute of Technology (HIT, China) since 2020.

I am fortunately advised by Prof. Wanxiang Che.

I obtained B.S. degree in Northeastern University (NEU) in July 2020.

Please contact me via [email protected]

Find me in: Google Scholar, Github, Zhihu.

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News

  • September 15, 2020. One paper was accepted to EMNLP 2020 (Accept-Findings).
  • April 4, 2020. One paper was accepted by ACL 2020.

Research Interests

  • Task-oriented Dialogue System, Natural Language Processing

Publications

AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling.

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Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu. EMNLP 2020 Accept-Findings. [pdf(arxiv)]

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog.

Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu. ACL 2020. [pdf][code][slides][blog]

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Awards

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Scholarship & Awards

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  • National Scholarship for Encouragement 2019.
  • National Undergraduate Scholarship 2017&2018.