def parapharse_models(glove, train, dev, ppdb_file): ppdb = paraphrase.load_parap(ppdb_file) aug = augmented_dataset(glove, train, ppdb) train_aug = train + aug models.train_model(train_aug, dev, glove, model_filename = 'models/train_aug') models.train_model(train, dev, glove, model_filename = 'models/train_noaug')
def test_augmentation(glove, dev, ppdb_file): ppdb = paraphrase.load_parap(ppdb_file) aug = augmented_dataset(glove, dev, ppdb) return aug