Author Attribution

Author attribution is an important task in the field of natural language processing, aiming to determine the author's identity by analyzing text features. The goal of this task is to use computational methods and statistical models to extract unique writing styles and linguistic habits from a large amount of text data, thereby achieving accurate author identification. Author attribution has significant application value in areas such as copyright protection, legal forensics, and literary research, effectively addressing issues related to confirming the authorship of anonymous texts.