a fellowship is entered as a scholarship. The sentence "You can enter your stipend as foreign wages on your US income tax return." does not make sense at all. Also, the OP did not say anything about a tax treaty. Not everyone can claim a treaty exemption. Also, even if a treaty exist, there are special requirements to be able to claim it as a resident alien
