work Explainability for Authorship Attribution Analysis Developing approaches and methods to explain the latent representations learned in authorship attribution models 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