Several authorship attribution studies have speculated about the existence of a link between topic cues and author style features. This research presents a novel experimental protocol for measuring the impact of topic features on author attribution predictive models. We call our technique novel topic crossvalidation, which consists of holding out a single topic in a test set and iterating over choices of held-out topic to compute an average performance score. ...
Reports by Author
