English

Interactive Knowledge Base Population

Artificial Intelligence 2015-06-02 v1 Computation and Language
Authors: Travis Wolfe , Mark Dredze , James Mayfield , Paul McNamee , Craig Harman , Tim Finin , Benjamin Van Durme
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Abstract

Most work on building knowledge bases has focused on collecting entities and facts from as large a collection of documents as possible. We argue for and describe a new paradigm where the focus is on a high-recall extraction over a small collection of documents under the supervision of a human expert, that we call Interactive Knowledge Base Population (IKBP).

Keywords

knowledge graph knowledge representation information retrieval

Cite

@article{arxiv.1506.00301,
  title  = {Interactive Knowledge Base Population},
  author = {Travis Wolfe and Mark Dredze and James Mayfield and Paul McNamee and Craig Harman and Tim Finin and Benjamin Van Durme},
  journal= {arXiv preprint arXiv:1506.00301},
  year   = {2015}
}

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