Epik / Model /COSMIC /feature_extraction /comet_feature_extract_all.py
Minh Q. Le
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import pickle, numpy as np
from comet.csk_feature_extract import CSKFeatureExtractor
extractor = CSKFeatureExtractor()
# ['iemocap', 'dailydialog', 'meld', 'emorynlp']
for dataset in ['epik']:
print ('Extracting features in', dataset)
sentences = pickle.load(open(dataset + '/' + dataset + '_sentences.pkl', 'rb'))
feaures = extractor.extract(sentences)
pickle.dump(feaures, open(dataset + '/' + dataset + '_features_comet.pkl', 'wb'))
print ('Done!')