ROUGE metric

GPTKB entity

Statements (30)
Predicate Object
gptkbp:instanceOf evaluation metric
gptkbp:commonIn NLP research
text summarization competitions
gptkbp:developedBy gptkb:Chin-Yew_Lin
gptkbp:fullName gptkb:Recall-Oriented_Understudy_for_Gisting_Evaluation
https://www.w3.org/2000/01/rdf-schema#label ROUGE metric
gptkbp:implementedIn gptkb:Java
gptkb:Perl
gptkb:Python
gptkbp:includes gptkb:ROUGE-L
gptkb:ROUGE-N
gptkb:ROUGE-S
gptkb:ROUGE-W
gptkbp:introducedIn 2004
gptkbp:limitation sensitive to exact word matches
does not measure semantic similarity
gptkbp:measures precision
F1 score
recall
overlap between system and reference summaries
gptkbp:relatedTo gptkb:BLEU_metric
gptkb:METEOR_metric
gptkbp:ROUGE-L longest common subsequence
gptkbp:ROUGE-N n-gram overlap
gptkbp:ROUGE-S skip-bigram overlap
gptkbp:ROUGE-W weighted longest common subsequence
gptkbp:usedFor automatic summarization evaluation
machine translation evaluation
gptkbp:bfsParent gptkb:METEOR_metric
gptkbp:bfsLayer 8