Semantic Textual Similarity Benchmark

GPTKB entity

Statements (28)
Predicate Object
gptkbp:instanceOf gptkb:performance
gptkbp:abbreviation STS Benchmark
gptkbp:annotatedBy human raters
gptkbp:contains sentence pairs
human similarity scores
gptkbp:devSize 1500
gptkbp:field natural language processing
computational linguistics
https://www.w3.org/2000/01/rdf-schema#label Semantic Textual Similarity Benchmark
gptkbp:language English
gptkbp:license Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
gptkbp:memiliki_tugas semantic textual similarity
gptkbp:numberOfSentencePairs 8628
gptkbp:releaseYear 2017
gptkbp:scoredFor 0-5
gptkbp:separates gptkb:train
examination
dev
gptkbp:testSize 1379
gptkbp:trainSize 5749
gptkbp:usedBy transformer models
sentence embedding models
semantic similarity research
gptkbp:usedFor evaluating sentence similarity models
gptkbp:usedIn SemEval 2017 Task 1
gptkbp:website http://ixa2.si.ehu.es/stswiki/index.php/STSbenchmark
gptkbp:bfsParent gptkb:STS-B
gptkbp:bfsLayer 6