CrystalBLEU score implementation.
Project description
CrystalBLEU
Install
Install the requirements:
pip install crystalbleu
Usage
from collections import Counter
# Import CrystalBLEU
from crystalbleu import corpus_bleu
# Extract trivially shared n-grams
k = 500
frequencies = Counter(tokenized_corpus)
trivially_shared_ngrams = dict(frequencies.most_common(k))
# Calculate CrystalBLEU
crystalBLEU_score = corpus_bleu(
references, candidates, ignoring=trivially_shared_ngrams)
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