Removing bullet-point in category list

So I’m using this snippet to display blog categories

<?php wp_list_categories('arguments'); ?>

…which works fine, but leaves an ugly bullet point beside the word ‘categories’ which I would like to remove.

If anyone can help me to resolve this I would appreciate it.

Thank you,

Martin.