Literature generators can process various academic documents including peer-reviewed journal articles, conference papers, research papers, dissertations, and scholarly books. They can handle multiple file formats such as PDF, DOC, and TXT, making them versatile for different academic needs. The tools can analyze both qualitative and quantitative research papers across various disciplines.