Fixed for 7.1.1. If you'd like to fix this in 7.1 you can edit libs/includepoll.inc.php:

Line 275 you'll see this:

$pollarray[$x]['option'] = "$option";

Right before that, add this:

Change that, to this:

$pollarray[$x]['option'] = stripslashes($option);