BLEU

GPTKB entity

Statements (25)
Predicate Object
gptkbp:instance_of gptkb:psychology
gptkbp:can_be_combined_with human evaluation
gptkbp:developed_by Papineni et al.
gptkbp:first_introduced gptkb:2002
gptkbp:higher_scores_indicate better translation quality
https://www.w3.org/2000/01/rdf-schema#label BLEU
gptkbp:is_compared_to machine-generated text to reference text
gptkbp:is_criticized_for not accounting for semantic meaning
gptkbp:is_evaluated_by precision and recall
gptkbp:is_implemented_in various software libraries
gptkbp:is_influenced_by length of the reference text
gptkbp:is_language_independent gptkb:true
gptkbp:is_often_used_in NLP community
other metrics like NIST
gptkbp:is_part_of evaluation framework for machine translation
gptkbp:is_popular_in research papers
gptkbp:is_related_to ROUGE
gptkbp:is_used_in automatic evaluation of translations
gptkbp:measures n-gram precision
gptkbp:modifications brevity penalty
gptkbp:range 0 to 1
gptkbp:suitable_for short texts
gptkbp:used_for machine translation
gptkbp:bfsParent gptkb:COCO
gptkbp:bfsLayer 5