Metric Card for BLEU
BLEU (Bilingual Evaluation Understudy) is an algorithm for evaluating the quality of text which has been machine-translated from one natural language to another. Quality is considered to be the correspondence between a machine’s output and that of a human: “the closer a machine translation is to a professional human translation, the better it is” – this is the central idea behind BLEU. BLEU was one of the first metrics to claim a high correlation with human judgements of quality, and remains one of the most popular automated and inexpensive metrics.
Scores are calculated for individual translated segments—generally sentences—by comparing them with a set of good quality reference translations. Those scores are then averaged over the whole corpus to reach an estimate of the translation’s overall quality. Neither intelligibility nor grammatical correctness are not taken into account.
If this is a text-based metric, make sure to wrap you input in double quotes. Alternatively you can use a JSON-formatted list as input. https://huggingface.co/spaces/evaluate-metric/bleu
BLEU (Bilingual Evaluation Understudy) is an algorithm for evaluating the quality of text which has been machine-translated from one natural language to another. Quality is considered to be the correspondence between a machine’s output and that of a human: “the closer a machine translation is to a professional human translation, the better it is” – this is the central idea behind BLEU. BLEU was one of the first metrics to claim a high correlation with human judgements of quality, and remains one of the most popular automated and inexpensive metrics.
Scores are calculated for individual translated segments—generally sentences—by comparing them with a set of good quality reference translations. Those scores are then averaged over the whole corpus to reach an estimate of the translation’s overall quality. Neither intelligibility nor grammatical correctness are not taken into account.
If this is a text-based metric, make sure to wrap you input in double quotes. Alternatively you can use a JSON-formatted list as input. https://huggingface.co/spaces/evaluate-metric/bleu
huggingface.co
BLEU - a Hugging Face Space by evaluate-metric
BLEU (Bilingual Evaluation Understudy) is an algorithm for evaluating the quality of text which has been machine-translated from one natural language to another. Quality is considered to be the cor...