kurenai 0.0.3

Thin wrapper of google-research's rouge-score; supports non-ascii by default

紅 (kurenai)

紅 (kurenai) is a thin wrapper of rouge-score.
rouge-score remove non-ascii characters by default, so ROUGE of Japanese text becomes 0.

>>> from rouge_score.rouge_scorer import RougeScorer
>>> scorer = RougeScorer(["rouge1"])
>>> scorer.score('いぬ ねこ', 'いぬ ねこ')
{'rouge1': Score(precision=0.0, recall=0.0, fmeasure=0.0)}

紅 (kurenai) resolves this, it supports ascii and non-ascii

Currently, It is at a developing status:

• Supports ROUGE-N (1, 2, ..., 9) and ROUGE-L
  • TODO: ROUGE-Lsum
• Supports both RougeScorer.score() and RougeScorer.score_multi()

Usage

紅 (kurenai) has the same interface as rouge-score.

>>> from kurenai.rouge_scorer import RougeScorer
>>> scorer = RougeScorer(["rouge1"])
>>> scorer.score('いぬ ねこ', 'いぬ ねこ')
{'rouge1': Score(precision=1.0, recall=1.0, fmeasure=1.0)}
>> scorer.score('The quick brown fox jumps over the lazy dog', 'The quick brown dog jumps on the log.')
{'rouge1': Score(precision=0.75, recall=0.6666666666666666, fmeasure=0.7058823529411765)}