WASHINGTON—Congress broadly expressed support Thursday for President Barack Obama's plan to combat Islamic State militants with the help of Syrian rebels, but its path toward granting that authority was unclear.

Lawmakers resisted White House pressure to slip a provision to aid rebels into a broader spending bill that must be passed this month to keep the government running. Many argue the issue should be voted on separately.

The...