我找到了正确的方法：

function readmore_link($defaults,$between_the_tags){
    ...

    $output = \'This is between the shortcode tags:\';
    $output .= $between_the_tags;

    return $output;
}
add_shortcode(\'readmore\', \'readmore_link\');