work Explainability for Authorship Attribution Analysis Developing approaches and methods to explain the latent representations learned in authorship attribution models Communicating Science to the Public Developing tools and approaches to support researchers communicating their research to the public Modeling the Quality of Dialogical Explanations Collecting corpora for human explanation dialogues and modeling different aspects of explanation quality Audience-Aware Argument Generation PhD. thesis on generating argumentative texts tailored towards different audiences