The preferred formatting style for research paper titles varies depending on the specific guidelines of the target journal or conference. Generally, sentence case is commonly used, where only the first word and proper nouns are capitalized. However, some publications may prefer title case, where the first letter of each major word is capitalized. It is important to carefully review the submission guidelines or consult the specific style guide recommended by the publication to ensure consistency with their preferred formatting style.