Eye allergies also can be caused by reactions to certain cosmetics or eye drops, including artificial tears used for treating dry eyes that contain preservatives. Symptoms include red, irritated eyes, itchiness, tearing or runny eyes, swollen eyelids, soreness, burning or pain and itchy eyelids.