Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings

Author:

Wang Jie1ORCID,Zhang Zhanqiu1ORCID,Shi Zhihao1,Cai Jianyu1ORCID,Ji Shuiwang2ORCID,Wu Feng1

Affiliation:

1. CAS Key Laboratory of Technology in GIPAS, University of Science and Technology of China, Hefei, Anhui, China

2. Department of Computer Science and Engineering, Texas A&M University, College Station, TX, USA

Funder

National Science Foundations of China

Fundamental Research Funds for the Central Universities

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference56 articles.

1. Learning Structured Embeddings of Knowledge Bases

2. Translating embeddings for modeling multi-relational data;bordes;Proc Adv Neural Informat Process Syst,2013

3. Visualizing data using t-SNE;van der maaten;J Mach Learn Res,2008

4. Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction

5. Rotate: Knowledge graph embedding by relational rotation in complex space;sun;Proc Int Conf Learn Representations,2019

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