def make_data_point(sent):
    """
        Creates a dictionary from String to an Array of Strings representing the data.  The dictionary items are:
        dic['tokens'] = Tokens padded with <START> and <STOP>
        dic['gold_tags'] = The gold tags padded with <START> and <STOP>
    :param sent: String.  The input (token tag) sequences
    :return: Dict from String to Array of Strings.
    """
    dic = {}
    sent = [s.strip().split() for s in sent]
    dic["tokens"] = [s[0] for s in sent]
    dic["gold_tags"] = [s[1] for s in sent]
    return dic