Choose "UTF-8" from the drop-down box next to "Encoding" and click "Save." Your text file will be converted and saved in the UTF-8 format, although the file extension will remain the same.

To offer better compatibility on the web and with these types of programs, Microsoft is now defaulting to saving new text files as UTF-8 without BOM as shown below.