TraSE: Towards Tackling Authorial Style from a Cognitive Science Perspective. (arXiv:2206.10706v1 [cs.CL])

Web: http://arxiv.org/abs/2206.10706

Stylistic analysis of text is a key task in research areas ranging from
authorship attribution to forensic analysis and personality profiling. The
existing approaches for stylistic analysis are plagued by issues like topic
influence, lack of discriminability for large number of authors and the
requirement for large amounts of diverse data. In this paper, the source of
these issues are identified along with the necessity for a cognitive
perspective on authorial style in addressing them. A novel feature
representation, called …

arxiv cognitive cognitive science perspective science