This is not exactly a Skritter question, more a general Chinese question.
Is there a general rule for when neutral tones convert to non-neutral tones in compound words?
I see that Skritter and nciku both agree that the 生 in 留学生 is first tone, while the 生 in 学生 is neutral tone. I have also noticed that when a two-word character like 辣子 is part of a longer phrase like 辣子鸡 the neutral tone often changes, but this doesn't seem to be universal because the 膊 in 胳膊 stays neutral in 胳膊肘.
James