For years I've bumped into this and workarounds I've used are:

1. Tap the delete key.
2. Move the cursor after it and backspace.
3. In a rather stubborn document I had to use REVEAL CODES (varies with version) and delete it there.
4. Save as RTF and edit the RTF with a text editor.

Each method required more and more expertise.