The Base is the Problem:
'base' => add_query_arg('listpostspage','%#%'),
Here ist the full code:
$pagination_args = array(
'base' => add_query_arg('listpostspage','%#%'),
'format' => '?listpostspage=%#%',
'total' => $the_query->max_num_pages,
'current' => $paged,
'show_all' => false,
'end_size' => 1,
'mid_size' => 2,
'prev_next' => true,
'prev_text' => __( 'Zurück', 'Theme' ),
'next_text' => __( 'Weiter', 'Theme' ),
'type' => 'plain',
'add_args' => false,
'add_fragment' => ''
);
Thanks goes to raisonraison over at stackoverflow who posted this answeranswer.