def METHOD_NAME():
    parser = argparse.ArgumentParser(description='create the data for training the tydi score normalizer')
    parser.add_argument('--train_file',  
        help='the QA train file ',
        type=str)
    parser.add_argument('--eval_file',  
        help='the QA dev file',
        type=str)
    parser.add_argument('--test_file',  
        help='the QA test file',
        type=str)
    parser.add_argument('--search_result_location',  
        help='the output directory with the search result for the train, dev and test queries',
        type=str) 
    parser.add_argument('--collection',  
        help='The corpus file with all the passages',
        type=str) 
    parser.add_argument('--output_dir',  
        help='the output directory with the train and dev queries',
        type=str)  
    args = parser.parse_args()
    return args