Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN

Author:

Peng Hao1,Li Jianxin1,He Yu1,Liu Yaopeng1,Bao Mengjiao2,Wang Lihong3,Song Yangqiu4,Yang Qiang4

Affiliation:

1. Beihang University, Beijing, China

2. Beihang University, Beijing , China

3. National Computer Network Emergency Response Technical Team/Coordination Center of China, Beijing, China

4. Hong Kong University of Science and Technology, Hong Kong, Hong Kong

Funder

Ministry of science and technology of the People's Republic of China.

Hong Kong CERG Project

Research Grants Council of the Hong Kong Special Administrative Region China

National Natural Science Foundation of China

Publisher

ACM Press

Reference48 articles.

1. Charu C. Aggarwal and ChengXiang Zhai. 2012. A Survey of Text Classification Algorithms. In Mining Text Data. 163--222.

2. Rahul Agrawal, Archit Gupta, Yashoteja Prabhu, and Manik Varma. 2013. Multi-label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages. In WWW. 13--24.

3. Yoshua Bengio, Réjean Ducharme, Pascal Vincent, and Christian Janvin. 2003. A Neural Probabilistic Language Model. Journal of Machine Learning Research 3 (2003), 1137--1155.

4. David M. Blei, Andrew Y. Ng, and Michael I. Jordan. 2003. Latent Dirichlet Allocation. Journal of Machine Learning Research 3 (2003), 993--1022.

5. Lijuan Cai and Thomas Hofmann. 2004. Hierarchical Document Categorization with Support Vector Machines. In CIKM. 78--87.

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