def formalize_words(text, word_formalization_dict):
    pattern = re.compile('\\b(' + '|'.join(kamus.keys()) + ')\\b')

    def replace_words(match):
        return kamus[match.group(0)]
    formalized_text = pattern.sub(replace_words, text)
    return formalized_text