Corpus ID: 2538517

Identifying Meaningful Citations

@inproceedings{Valenzuela2015IdentifyingMC,
  title={Identifying Meaningful Citations},
  author={Marco Valenzuela and Vu A. Ha and Oren Etzioni},
  booktitle={AAAI Workshop: Scholarly Big Data},
  year={2015}
}
We introduce the novel task of identifying important citations in scholarly literature, i.e., citations that indicate that the cited work is used or extended in the new effort. [...] Key Method We annotate a dataset of approximately 450 citations with this information, and release it publicly. We propose a supervised classification approach that addresses this task with a battery of features that range from citation counts to where the citation appears in the body of the paper, and show that,our approach…Expand
Identifying Important Citations Using Contextual Information from Full Text
Determining How Citations Are Used in Citation Contexts
Important Citation Identification by Exploiting the Optimal In-text Citation Frequency
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