sif_embedding_glove_cosine_sent_comp_15
def main(compute_from_scratch=False,
use_unit_vectors=False,
alpha=1e-3, # the parameter in the SIF weighting scheme, usually in the range [3e-5, 3e-3]
num_removed_components_for_sentence_vectors=15, # num of principal components to remove in SIF weighting scheme
pre_process_word_vectors=False,
num_removed_components_for_word_vectors=0,
count_words_out_of_vocabulary=True,
use_idf_weights=True,
shuffle_corpus=True,
use_glove_with_spacy=True,
use_cosine_similarity=True,
num_neighbors=10,
only_print_banners=True)
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