I just wanted 'Archives:' to go away from some of my pages that had it. Likely because they were custom post types generated by another plugin I was using - anyways, I wanted the page title to just be the title without the 'Archives:' bit at the front of it. Find it in your Add Plugins area. Search for it by name. Install and Activate. You're done. No fussing with theme files or digging into code. Apparently this will remove 'Category:', 'Tags:' etc. as well. Not sure why those are there by default but it's nice to know there is an easy way to get rid of them.

Thank you, solved my problem immediately!! So thankful!