Similarity (State of the art)

• see also: State of the art

Attributional similarity

• attributional similarity: the degree to which two words are synonymous
• state-of-the-art results for:
  • TOEFL Synonym Questions
  • ESL Synonym Questions
  • RG-65 Test Collection
  • MC-28 Test Collection
  • SimLex-999 Similarity Test Collection
  • WordSimilarity-353 Test Collection
  • MEN Test Collection

Similarity versus Association

• similarity versus association: the contrast between taxonomical similarity (co-hyponymy) and association (co-occurrence)
• state-of-the-art results for:
  • Similar-Associated-Both Test Collection
  • SimLex-999 Similarity Test Collection

Relational similarity

• relational similarity: the degree to which two relations are analogous
• state-of-the-art results for:
  • SAT Analogy Questions
  • SemEval-2012 Task 2: Measuring Degrees of Relational Similarity
  • Microsoft Research Syntactic Analogies Dataset

Phrase similarity

• phrase similarity: the degree to which two phrases are similar
• state-of-the-art results for:
  • Noun-Modifier Questions

Sentence similarity

• sentence similarity: sentence paraphrase, paraphrase identification, paraphrase recognition
• state-of-the-art results for:
  • Microsoft Research Paraphrase Corpus

External links

• SemEval-2012 Task 2: Measuring Degrees of Relational Similarity
• SemEval-2012 Task 6: Semantic Textual Similarity
• SEM 2013 Shared Task: Semantic Textual Similarity