Simply Remove Category Base URL and show only category name in WordPress permalink. This plugin allows you to easily disable category base from URL without modifying the code and it works with most of the available themes. Just install and activate this plugin to remove category base from URL in WordPress.Read more about this plugin on
WordPress blog.