Similarity (State of the art)

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Attributional similarity

  • attributional similarity = the degree to which two words are synonymous
  • attributional similarity is also known as semantic relatedness and semantic association
  • semantic similarity is a special case of attributional similarity in which the two words are nearby in a taxonomy
  • semantic similarity is also known as taxonomical similarity
  • state-of-the-art results for TOEFL Synonym Questions
  • state-of-the-art results for ESL Synonym Questions
  • state-of-the-art results for WordSimilarity-353 Test Collection


Relational similarity

  • relational similarity = the degree to which two relations are analogous
  • state-of-the-art results for SAT Analogy Questions