Paper eating is a form of the eating disorder Pica. People with Pica tend to crave non-food items, such as paper, clay or dirt. Pica is often caused by iron-deficiency anemia.
The chemicals used on paper and the ink on the paper are not safe for human consumption. It is known that you can get mercury poisoning from eating paper.