Go to Plugins, editor and edit the file:
content-views-query-and-display-post-page/includes/html.php
find the following line:
// Append readmore button
$content = $excerpt. $readmore_html;
and replace with:
$content = $excerpt. $dots;
You can also use that file to rename it.