Screen unresponsiveness due to scratches.

Hello! I got two scratch marks on my phone (one seems really deep). Because of them my screen stops responding at all while typing, scrolling the web or etc but everything else is ok. Any possible ways to get rid of them the easy way? I just don’t want to buy another screen and replace it.