Authorship Attribution

Author attribution, or authorship identification, is a crucial task in the field of natural language processing, aiming to attribute texts of unknown authorship to one of a set of known authors. This task involves analyzing textual features such as writing style, word choice, and grammatical structure to determine the most likely creator. Author attribution has significant application value in copyright protection, legal forensics, and literary research, effectively addressing issues of author identity verification.