Context-Dependent Conceptualization

  title={Context-Dependent Conceptualization},
  author={Dongwoo Kim and Haixun Wang and Alice H. Oh},
Conceptualization seeks to map a short text (i.e., a word or a phrase) to a set of concepts as a mechanism of understanding text. Most of prior research in conceptualization uses human-crafted knowledge bases that map instances to concepts. Such approaches to conceptualization have the limitation that the mappings are not context sensitive. To overcome this limitation, we propose a framework in which we harness the power of a probabilistic topic model which inherently captures the semantic… CONTINUE READING
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