This is an old post, but I spent a long time researching various solutions so I wanted to share one more simple one. Just adding target="_self"
to the tag fixed it for me. The link works and takes me to the proper location on the page.
However, Angular still injects some weirdness with the # in the URL so you may run into trouble using the back button for navigation and such after using this method.