Accountable and Explainable Methods for Complex Reasoning over Text
Pepa Atanasova
Abstract
This award-winning thesis presents research that expands the collective knowledge in the areas of accountability and transparency of ML models.
Topics & Concepts
Transparency (behavior)Computer scienceInferenceField (mathematics)AccountabilityInformaticsArtificial intelligenceData scienceMathematics educationPsychologyPolitical sciencePure mathematicsLawMathematicsComputer securityExplainable Artificial Intelligence (XAI)Topic ModelingSemantic Web and Ontologies