Similarity (State of the art): Difference between revisions
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== Attributional similarity == | == Attributional similarity == | ||
* attributional similarity | * '''attributional similarity:''' the degree to which two words are synonymous | ||
* state-of-the-art results for [[TOEFL Synonym Questions (State of the art)|TOEFL Synonym Questions]] | * state-of-the-art results for: | ||
* | ** [[TOEFL Synonym Questions (State of the art)|TOEFL Synonym Questions]] | ||
* | ** [[ESL Synonym Questions (State of the art)|ESL Synonym Questions]] | ||
* state-of-the-art results for [[ | ** [[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 | * '''relational similarity:''' the degree to which two relations are analogous | ||
* state-of-the-art results for [[SAT Analogy Questions (State of the art)|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 == | ||
* state-of-the-art results for [[Paraphrase Identification (State of the art)|Microsoft Research Paraphrase Corpus]] | * '''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 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] | * 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:State of the art]] | ||
[[Category:Similarity]] | |||
Latest revision as of 00:21, 13 August 2019
- see also: State of the art
Attributional similarity
- attributional similarity: the degree to which two words are synonymous
- state-of-the-art results for:
Similarity versus Association
- similarity versus association: the contrast between taxonomical similarity (co-hyponymy) and association (co-occurrence)
- state-of-the-art results for:
Relational similarity
- relational similarity: the degree to which two relations are analogous
- state-of-the-art results for:
Phrase similarity
- phrase similarity: the degree to which two phrases are similar
- state-of-the-art results for:
Sentence similarity
- sentence similarity: sentence paraphrase, paraphrase identification, paraphrase recognition
- state-of-the-art results for:
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