Difference between revisions of "Similarity (State of the art)"

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* see also: [[State of the art]]
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== Attributional similarity ==
 
== Attributional similarity ==
  
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* attributional similarity = the degree to which two words are synonymous
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* '''attributional similarity:''' the degree to which two words are synonymous
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* attributional similarity is also known as semantic relatedness and semantic association
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* state-of-the-art results for:
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* semantic similarity is a special case of attributional similarity in which the two words are nearby in a taxonomy
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** [[TOEFL Synonym Questions (State of the art)|TOEFL Synonym Questions]]
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* semantic similarity is also known as taxonomical similarity
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** [[ESL Synonym Questions (State of the art)|ESL Synonym Questions]]
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* state-of-the-art results for [[TOEFL Synonym Questions]]
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** [[RG-65 Test Collection (State of the art)|RG-65 Test Collection]]
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** [[MC-28 Test Collection (State of the art)|MC-28 Test Collection]]
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** [[SimLex-999 (State of the art)|SimLex-999 Similarity Test Collection]]
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** [[WordSimilarity-353 Test Collection (State of the art)|WordSimilarity-353 Test Collection]]
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** [[MEN Test Collection (State of the art)|MEN Test Collection]]
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== Similarity versus Association ==
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* '''similarity versus association''': the contrast between taxonomical similarity (co-hyponymy) and association (co-occurrence)
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* state-of-the-art results for:
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** [[Similar-Associated-Both Test Collection (State of the art)|Similar-Associated-Both Test Collection]]
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** [[SimLex-999 (State of the art)|SimLex-999 Similarity Test Collection]]
  
 
== Relational similarity ==
 
== Relational similarity ==
  
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* relational similarity = the degree to which two relations are analogous
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* '''relational similarity:''' the degree to which two relations are analogous
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* state-of-the-art results for [[SAT Analogy Questions]]
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* state-of-the-art results for:
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** [[SAT Analogy Questions (State of the art)|SAT Analogy Questions]]
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** [[SemEval-2012 Task 2 (State of the art)|SemEval-2012 Task 2: Measuring Degrees of Relational Similarity]]
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** [[Syntactic Analogies|Microsoft Research Syntactic Analogies Dataset]]
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== Phrase similarity ==
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* '''phrase similarity:''' the degree to which two phrases are similar
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* state-of-the-art results for:
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** [[Noun-Modifier Questions (State of the art)|Noun-Modifier Questions]]
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== Sentence similarity ==
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* '''sentence similarity:''' sentence paraphrase, paraphrase identification, paraphrase recognition
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* state-of-the-art results for:
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** [[Paraphrase Identification (State of the art)|Microsoft Research Paraphrase Corpus]]
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== External links ==
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* SemEval-2012 Task 2: [https://sites.google.com/site/semeval2012task2/ Measuring Degrees of Relational Similarity]
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* SemEval-2012 Task 6: [http://www.cs.york.ac.uk/semeval-2012/task6/ Semantic Textual Similarity]
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* SEM 2013 Shared Task: [http://ixa2.si.ehu.es/sts/ Semantic Textual Similarity]
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[[Category:State of the art]]
 
[[Category:State of the art]]
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[[Category:Similarity]]

Latest revision as of 18:21, 12 August 2019

Attributional similarity

Similarity versus Association

Relational similarity

Phrase similarity

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

Sentence similarity

External links

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