This is NOT a WordPress issue. It is because Facebook’s script cannot properly detect the information from your website. However, there are WordPress plugins that allows for a seamless integration with Facebook which will get rid of this plugin. Consider installing and activating Simple Facebook Connect plugin. You do not have to configure it or anything. Alternatively, you should be using WordPress SEO plugin, and it has a built-in Social feature that will solve this issue.