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Jiaxin Shi (史佳欣)

I'm a Ph.D. student at Knowledge Engineering Group of Tsinghua University, supervised fully by Professor Juanzi Li and partly by Professor Zhiyuan Liu. I have visited at Nanyang Technological University from Sep. 2018 to Mar. 2019, advised by Professor Hanwang Zhang. My research interests include:

  • Document summarization
  • Neural-symbolic learning
  • Explainable neural reasoning

Publications

Chengjiang Li, Yixin Cao, Lei Hou, Jiaxin Shi, Juanzi Li and Tat-Seng Chua. Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model. EMNLP 2019. [pdf]

Jiaxin Shi, Hanwang Zhang, and Juanzi Li. Explainable and Explicit Visual Reasoning over Scene Graphs. CVPR 2019. [pdf][code]

Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, and Hanwang Zhang. Learning to Embed Sentences Using Attentive Recursive Trees. In Proceedings of the 33th AAAI Conference on Artificial Intelligence. AAAI 2019. [pdf][code]

Jiaxin Shi*, Chen Liang*, Lei Hou, Juanzi Li, Zhiyuan Liu, and Hanwang Zhang. DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization. In Proceedings of the 33th AAAI Conference on Artificial Intelligence. AAAI 2019. (*: Equal contribution.) [pdf][code]

Yixin Cao, Jiaxin Shi, Juanzi Li, Zhiyuan Liu, and Chengjiang Li. On Modeling Sense Relatedness in Multi-prototype Word Embedding. In Proceedings of the Eighth International Joint Conference on Natural Language Processing. IJCNLP 2017. [pdf]

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