“Sunwei”的版本间的差异

来自南京大学IIP
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<span style="font-size:larger;">&nbsp;</span><span style="font-size:larger;">'''Multi-label Learning'''&nbsp;'''& Sentiment Analysis.'''&nbsp;</span>
 
<span style="font-size:larger;">&nbsp;</span><span style="font-size:larger;">'''Multi-label Learning'''&nbsp;'''& Sentiment Analysis.'''&nbsp;</span>
 
*Specifically, now I am focusing on multi-label text classification.&nbsp;
 
*Different Labels may attend to different textual contexts.
 
*How to&nbsp; capture deep label dependencies? Topic model or Graph Convolutional Network&nbsp;?
 
  
 
<span style="font-size:larger;"><font color="#3498db">'''Publications'''</font></span>
 
<span style="font-size:larger;"><font color="#3498db">'''Publications'''</font></span>
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*<span style="font-size:larger;">Ran X., Pan Y., '''Sun W'''. and&nbsp;Wang C.. Learn to Select via Hierarchical Gate Mechanism for Aspect-Based Sentiment Analysis.&nbsp;In&nbsp;''Proceedings of IJCAL 2019.''</span>  
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*<span style="font-size:larger;">Ran X., Pan Y., '''Sun W'''. and&nbsp;Wang C.. Learn to Select via Hierarchical Gate Mechanism for Aspect-Based Sentiment Analysis.&nbsp;In&nbsp;''Proceedings of IJCAL 2019. [[https://www.ijcai.org/proceedings/2019/0717.pdf PDF]]''</span>  
*<span style="font-size:larger;">'''Sun W'''., Wang C..Multi-label Classification: Select Distinct Semantic Understanding for Different Labels[C]. In&nbsp;''Proceedings of&nbsp;ApWeb-WAIM 2019.''</span>  
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*<span style="font-size:larger;">'''Sun W'''., Wang C..Multi-label Classification: Select Distinct Semantic Understanding for Different Labels[C]. In&nbsp;''Proceedings of&nbsp;ApWeb-WAIM 2019. [[https://link.springer.com/chapter/10.1007/978-3-030-26075-0_29 PDF]]''</span>  
 
*<span style="font-size:larger;">'''Sun W'''., Ran X.. Luo X., and Wang C..An Efficient Framework by Topic Model for Multi-label Text Classification. In&nbsp;''Proceedings of IJCNN 2019.''</span>  
 
*<span style="font-size:larger;">'''Sun W'''., Ran X.. Luo X., and Wang C..An Efficient Framework by Topic Model for Multi-label Text Classification. In&nbsp;''Proceedings of IJCNN 2019.''</span>  
*<span style="font-size:larger;">Xu Y., Ran X.. '''Sun W'''., Luo X.&nbsp;and Wang C..Gated Neural Network with Regularized Loss for Multi-label Text Classification. In&nbsp;''Proceedings of IJCNN 2019.''</span>  
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*<span style="font-size:larger;">Xu Y., Ran X.. '''Sun W'''., Luo X.&nbsp;and Wang C..Gated Neural Network with Regularized Loss for Multi-label Text Classification. In&nbsp;''Proceedings of IJCNN 2019.&nbsp;''</span>  
*<span style="font-size:larger;">Ran X., Pan Y., '''Sun W'''. and&nbsp;Wang C.. Modeling More Globally: A Hierarchical Attention Network via Multi-Task Learning for Aspect-Based Sentiment Analysis. In&nbsp;''Proceedings of DASFAA 2019'', Chiang Mai, Thailand, Apr. 22-25,&nbsp;2019: 505-509.</span>  
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*<span style="font-size:larger;">Ran X., Pan Y., '''Sun W'''. and&nbsp;Wang C.. Modeling More Globally: A Hierarchical Attention Network via Multi-Task Learning for Aspect-Based Sentiment Analysis. In&nbsp;''Proceedings of DASFAA 2019'', Chiang Mai, Thailand, Apr. 22-25,&nbsp;2019: 505-509. [[https://link.springer.com/chapter/10.1007/978-3-030-18590-9_76 PDF]]</span>  
  
 
<span style="font-size:larger;"><span style="color:#3498db">'''Resources'''</span></span>
 
<span style="font-size:larger;"><span style="color:#3498db">'''Resources'''</span></span>

2019年8月8日 (四) 23:00的版本

M.Sc. Student @ IIP Group
Department of Computer Science and Technology
Nanjing University

Email: weisun_@outlook.com

   

Supervisor


  • Professor Jun-Yuan Xie

Biography


  • I received my B.Sc. degree in of Soochow University in June 2017. In the same year, I was admitted to study for a Master degree in Nanjing University without entrance examination.  Currently I am a second year M.Sc. student of Department of Computer Science and Technology in Nanjing University and a member of IIP Group, led by professor Jun-Yuan Xie and  Chong-Jun Wang.

Research Interest

 Multi-label Learning & Sentiment Analysis. 

Publications


  • Ran X., Pan Y., Sun W. and Wang C.. Learn to Select via Hierarchical Gate Mechanism for Aspect-Based Sentiment Analysis. In Proceedings of IJCAL 2019. [PDF]
  • Sun W., Wang C..Multi-label Classification: Select Distinct Semantic Understanding for Different Labels[C]. In Proceedings of ApWeb-WAIM 2019. [PDF]
  • Sun W., Ran X.. Luo X., and Wang C..An Efficient Framework by Topic Model for Multi-label Text Classification. In Proceedings of IJCNN 2019.
  • Xu Y., Ran X.. Sun W., Luo X. and Wang C..Gated Neural Network with Regularized Loss for Multi-label Text Classification. In Proceedings of IJCNN 2019. 
  • Ran X., Pan Y., Sun W. and Wang C.. Modeling More Globally: A Hierarchical Attention Network via Multi-Task Learning for Aspect-Based Sentiment Analysis. In Proceedings of DASFAA 2019, Chiang Mai, Thailand, Apr. 22-25, 2019: 505-509. [PDF]

Resources


Rewards or Honors

  • Second-Class Academic Scholarship, 2018-2019
  • First-Class Academic Scholarship, 2017-2018
  • Outstanding Graduate Student, 2017.06
  • CCF Excellent University Student, 2016.10
  • National Scholarship, 2015.11