8524810d21a051f88478b430da098b046accd5a4,conceptnet5/vectors/evaluation/bias.py,,measure_bias,#Any#,189

Before Change

    - Religious beliefs
    
    vsw = VectorSpaceWrapper(frame=frame)
    vsw.load()

    gender_binary_axis = normalize_vec(get_category_axis(frame, FEMALE_WORDS) - get_category_axis(frame, MALE_WORDS))
    gender_bias_numbers = []
    for female_biased_word, male_biased_word in GENDER_BIAS_PAIRS:

After Change

    
    // Assume English for DataFrames that don"t have language tags.
    if "/c/" not in frame.index[0]:
        frame.index = ["/c/en/%s" % label for label in frame.index]

    gender_binary_axis = normalize_vec(get_category_axis(frame, FEMALE_WORDS) - get_category_axis(frame, MALE_WORDS))
    gender_bias_numbers = []
    for female_biased_word, male_biased_word in GENDER_BIAS_PAIRS:

Instances