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

From ACL Wiki
Jump to navigation Jump to search
 
(26 intermediate revisions by 4 users not shown)
Line 1: Line 1:
 +
* see also: [[State of the art]]
 +
 
== Attributional similarity ==
 
== Attributional similarity ==
  
−
* attributional similarity = the degree to which two words are synonymous
+
* '''attributional similarity:''' the degree to which two words are synonymous
−
* attributional similarity is also known as semantic relatedness and semantic association
+
* state-of-the-art results for:
−
* semantic similarity is a special case of attributional similarity in which the two words are nearby in a taxonomy
+
** [[TOEFL Synonym Questions (State of the art)|TOEFL Synonym Questions]]
−
* semantic similarity is also known as taxonomical similarity
+
** [[ESL Synonym Questions (State of the art)|ESL Synonym Questions]]
−
* state-of-the-art results for [[TOEFL Synonym Questions]]
+
** [[RG-65 Test Collection (State of the art)|RG-65 Test Collection]]
 +
** [[MC-28 Test Collection (State of the art)|MC-28 Test Collection]]
 +
** [[SimLex-999 (State of the art)|SimLex-999 Similarity Test Collection]]
 +
** [[WordSimilarity-353 Test Collection (State of the art)|WordSimilarity-353 Test Collection]]
 +
** [[MEN Test Collection (State of the art)|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 (State of the art)|Similar-Associated-Both Test Collection]]
 +
** [[SimLex-999 (State of the art)|SimLex-999 Similarity Test Collection]]
  
 
== Relational similarity ==
 
== Relational similarity ==
  
−
* relational similarity = the degree to which two relations are analogous
+
* '''relational similarity:''' the degree to which two relations are analogous
−
* state-of-the-art results for [[SAT Analogy Questions]]
+
* state-of-the-art results for:
 +
** [[SAT Analogy Questions (State of the art)|SAT Analogy Questions]]
 +
** [[SemEval-2012 Task 2 (State of the art)|SemEval-2012 Task 2: Measuring Degrees of Relational Similarity]]
 +
** [[Syntactic Analogies|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 (State of the art)|Noun-Modifier Questions]]
 +
 
 +
== Sentence similarity ==
 +
 
 +
* '''sentence similarity:''' sentence paraphrase, paraphrase identification, paraphrase recognition
 +
* state-of-the-art results for:
 +
** [[Paraphrase Identification (State of the art)|Microsoft Research Paraphrase Corpus]]
 +
 
 +
== External links ==
 +
 
 +
* SemEval-2012 Task 2: [https://sites.google.com/site/semeval2012task2/ Measuring Degrees of Relational Similarity]
 +
* SemEval-2012 Task 6: [http://www.cs.york.ac.uk/semeval-2012/task6/ Semantic Textual Similarity]
 +
* SEM 2013 Shared Task: [http://ixa2.si.ehu.es/sts/ Semantic Textual Similarity]
 +
 
 +
 
 +
[[Category:State of the art]]
 +
[[Category:Similarity]]

Latest revision as of 17:21, 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

Retrieved from "https://aclweb.org/aclwiki/index.php?title=Similarity_(State_of_the_art)&oldid=12603"