Yes - Go to Format -> "make as plain text" is the fix for text edit. (It's also how I make lists of files in folders - you open a plain text, in text edit then you can drag the contents of the folder into the text editor and it will list the filepath/names of everything you dragged in.)

Although tbh I use TextWrangler and Jedit on macs though for plain text stuff.