Expert Systems with Applications

Purpose: Authorship can be defined as a combination of content and style . Modern open-source transformer foundational authorship models apply contrastive learning techniques. When naively contrasting texts to an authorship task some amount of semantic leakage is present, as authors frequently repeat their topic preferences. Our aim is to reduce spurious correlations due to topic leakage born fro…