Collective context-aware topic models for entity disambiguation

@inproceedings{Sen2012CollectiveCT,
  title={Collective context-aware topic models for entity disambiguation},
  author={Prithviraj Sen},
  booktitle={WWW},
  year={2012}
}
A crucial step in adding structure to unstructured data is to identify references to entities and disambiguate them. Such disambiguated references can help enhance readability and draw similarities across different pieces of running text in an automated fashion. Previous research has tackled this problem by first forming a catalog of entities from a knowledge base, such as Wikipedia, and then using this catalog to disambiguate references in unseen text. However, most of the previously proposed… CONTINUE READING
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