If you are more confortable with “ls” and “grep”, you can do what you want using a regular expression in the grep command (the ending ‘$’ character indicates that .doc must be at the end of the line. That will exclude “file.doc.txt”):
ls -R |grep "\.doc$"
More information about using grep with regular expressions in the man.