Most advanced research paper summarizers can process various document formats including PDF, DOC, DOCX, and plain text. They typically support multiple languages and can handle different academic paper structures, from journal articles to conference papers. The tools are designed to recognize standard academic formatting, including IMRAD structure, and can maintain the logical flow of information regardless of the input format.