Knowledge Bases


PI
Xifeng Yan,  University of California at Santa Barbara
 
Project Summary
Publications

Project Goal:  Knowledge Graph => Knowledge Bases / Knowledge Management

Project Summary (TBD)

For query interface and query engine, please check our natural language question answering work.

Publications

  1. Variational Knowledge Graph Reasoning, 
    by W. Chen, W. Xiong, X. Yan and W. Wang, 
    NAACL-HLT'18 (Proc. of the 16th North American Chapter of ACL: Human Language Technologies, 2018) [pdf]
  2. Global Relation Embedding for Relation Extraction
    by Yu Su*, Honglei Liu*, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan. [pdf] [code] (*: Equal Contribution)  https://arxiv.org/abs/1704.05958, April 2017
    NAACL-HLT'18 (Proc. of the 16th North American Chapter of ACL: Human Language Technologies, 2018)
  3. Entity Disambiguation with Linkless Knowledge Bases, 
    by Y. Li, S. Tan, H. Sun, J. Han, D. Roth and X. Yan, 
    WWW'16 (Proc. of the 25th Int. World Wide Web Conference), 2016. [pdf]
  4. Distributed Representations of Expertise, 
    by F. Han, S. Tan, H. Sun, M. Srivatsa, D. Cai, X. Yan, 
    SDM'16 (SIAM Int. Conf. on Data Mining), 2016. [pdf]
  5. Mining Evidences for Named Entity Disambiguation, 
    by Y. Li, C. Wang, F. Han, J. Han, D. Roth, and X. Yan, 
    KDD'13 (Proc. of the 19th Int. Conf. on Knowledge Discovery and Data Mining), Aug 2013. [pdf]
  6. EntityRank: Searching Entities Directly and Holistically,
    by T. Cheng, X. Yan and K. Chang. 
    VLDB'07b (Proc. of 2007 Int. Conf. on Very Large Data Bases), Sep. 2007. [pdf]

 

Dissertations (TBD)

* 2015, Yang Li, Ph.D. "Connecting Text with Knowledge."