Those files are called "text files" and files which are not like that are referred to as "binary files", as a sort of retronym or hypernym.

Some "text files" contain portions that are actually binary data, and many "binary files" contain portions that are encoded text; for instance, textual data may be stored as a field within the binary format, or arbitrary constants may have been chosen to correspond to ASCII letters as a mnemonic