Pre- and Postdocs

Chair of Explainable Machine Learning

Reliable Uncertainty Quantification for Deep Learning Models

Chair for Fundamentals of Natural Language Processing

Multi-Modal Emotion Analysis

Chair of Cognitive Systems /
Sony AI Labs Barcelona

Neuro-symbolic learning and reasoning

Chair for Fundamentals of Natural Language Processing

Uncertainty in Affective Meaning

Chair of Explainable Machine Learning

Robust, Interpretable, and Efficient Machine Learning

Chair of Explainable Machine Learning

Mitigating Data and Acquisition Bias in Medical Images to Enhance the Robustness and Generalizability of Deep Learning Algorithms

Chair for AI Engineering in Companies

Social impact assessment of the use of generative AI in relation to misinformation

Chair of Cognitive Systems

An XAI Framework for Human-Guided Explanation in Complex Knowledge Domains

Chair for AI Systems Engineering

Universal Logic in and for AI

Information Systems and Energy Efficient Systems

Methods, Mechanisms, and Real-World Effects of Explainable AI-based Decision Support

Chair of Information Systems and Social Networks

Understanding and Managing Human-AI Interaction: Ethical Considerations

Chair for AI Systems Engineering

Trustworthy Citizen Participation in Smart Cities

Chair of Information Systems and Social Networks

Understanding culture and identities in online communities: Societal dynamics and implications

Information Systems and Energy Efficient Systems

Machine learning value creation in organizations; Decision support using (explainable) machine learning methods; Data science workforce

Chair for Fundamentals of Natural Language Processing

The Interplay of Emotions and Convincingness in Argument Mining for NLP

Chair of Computer Graphics and its Foundations

Motion Data and Privacy in VR

Chair of Cognitive Systems

Explainable Artificial Intelligence on Time Series Data

Chair of Cognitive Systems

Combining knowledge modeling and machine learning for quality root cause analysis in industrial production

Chair of Cognitive Systems

Abstract Visual Reasoning

Chair of Information Systems, esp. AI Engineering in Companies

Reduction of people's rejection of technologies, especially AI-based systems

Chair of Personality and Assessment

Use of AI-generated facial stimuli to analyze distortion effects in person perception

Chair of Information Systems, esp. AI Engineering in Companies

Using AI to detect hate messages and combat fake news

Chair for Fundamentals of Natural Language Processing

Interactive Prompt Optimization with the Human in the Loop for Natural Language Understanding Model Development and Intervention (INPROMPT)

Chair of Cognitive Systems / Continental

xAI for Safety: Understanding and adapting deep learning models for computer vision tasks

Chair for Fundamentals of Natural Language Processing

Constrained Generation from Autoregressive Models (LLMs)

Chair for Information Visualization

Comparative and Collaborative Visual Analysis of Clustering and Co-clustering Ensembles

Chair for Cognitive Systems

Relational Explanations for Visual Domains: A Neural-symbolic Approach Combining ILP and CNNs

Chair of Explainable Machine Learning

Towards Robust Neural Networks for Affect Recognition: Leveraging Domain Knowledge in Data Preprocessing, Model Training, and Evaluation

Chair of Information Systems, esp. AI Engineering in Companies

Polarization on social media, esp. using social media analytics and AI to investigate social phenomena

Chair of Personality and Assessment

Analysis of response bias in psychological diagnostics

Chair for Fundamentals of Natural Language Processing

Prompt Learning for Emotion Analysis of Event Chains

Chair of Cognitive Systems / BMW

Comprehensible time series forecasting using Knowledge Graphs: From Market Research and Event Data Modeling to Explainable Clustering and Forecasting

Chair of Cognitive Systems

Enhancing Explanatory Interactive Machine Learning – A Generalization of the CAIPI Algorithm

Chair for AI Systems Engineering

Automated Content Moderation using Hybrid AI Systems

Chair of Cognitive Systems

Utilizing Interactive Multi Modal Machine Learning for Forest Inventory and Tree Vitality Assessment

Natural Language Generation and Dialogue Systems Group

Cooperative Multi-User Conversational Agents

Chair for Fundamentals of Natural Language Processing

Natural Language Processing, esp. domain adaptation, multilinguality and robustness

Chair of Cognitive Systems

Interactive and Explainable Machine Learning on Knowledge Graphs