TRR 318:  Constructing explainability

• Subject Area: Computer Science, Systems and Electrical Engineering ; Humanities ; Social and Behavioural Sciences
• Term: since 2021
• Project identifier: Deutsche Forschungsgemeinschaft (DFG) - Project number 438445824

No abstract available

• DFG Programme: CRC/Transregios

Current projects

• A01 - Adaptive explanation generation (Project Heads Buhl, Heike M. ;  Kopp, Stefan ;  Rohlfing, Katharina )
• A02 - Monitoring the understanding of explanations (Project Heads Buschmeier, Hendrik ;  Grimminger, Angela ;  Wagner, Petra )
• A03 - Co-constructing explanations between AI-explainer and human explainee under arousal or nona-rousal (Project Heads Thommes, Kirsten ;  Wrede, Britta )
• A04 - Co-constructing duality-enhanced explanations (Project Heads Buhl, Heike M. ;  Kern, Friederike ;  Schulte, Carsten )
• A05 - Contextualized and online parametrization of attention in human–robot explanatory dialog (Project Heads Rohlfing, Katharina ;  Scharlau, Ingrid ;  Wrede, Britta )
• A06 - Explaining the multimodal display of stress in clinical explanations (Project Heads Drimalla, Hanna ;  Wagner, Petra )
• B01 - A dialog-based approach to explaining machine-learning models (Project Heads Cimiano, Philipp ;  Esposito, Elena ;  Ngonga Ngomo, Axel-Cyrille )
• B05 - Co-constructing explainability with an interactively learning robot (Project Heads Schulte, Carsten ;  Vollmer, Anna-Lisa )
• B06 - Ethics and normativity of explainable AI (Project Heads Alpsancar, Suzana ;  Matzner, Tobias )
• B07 - Communicative practices of requesting information and explanation from LLM-based agents (Project Heads Buschmeier, Hendrik ;  Kern, Friederike )
• C01 - Explanations for healthy distrust in large language models (Project Heads Hammer, Barbara ;  Paaßen, Benjamin ;  Scharlau, Ingrid )
• C02 - Interactive learning of explainable, situation-adapted decision models (Project Heads Hüllermeier, Eyke ;  Thommes, Kirsten )
• C03 - Interpretable machine learning: Explaining change (Project Heads Hammer, Barbara ;  Hüllermeier, Eyke )
• C04 - Metaphors as an explanation tool (Project Heads Scharlau, Ingrid ;  Wachsmuth, Henning )
• C05 - Creating explanations in collaborative human–machine knowledge exploration (Project Heads Cimiano, Philipp ;  Kopp, Stefan )
• C07 - Co-construction-following large language models for explaining (Project Heads Ngonga Ngomo, Axel-Cyrille ;  Wachsmuth, Henning )
• INF - Retrieval-augmented information provision (Project Heads Cimiano, Philipp ;  Ngonga Ngomo, Axel-Cyrille ;  Wachsmuth, Henning )
• MGK - Integrated Research Training Group (Project Head Scharlau, Ingrid )
• WIKO - Questions about explainable technology (Project Heads Horwath, Ilona ;  Schulte, Carsten ;  Verständig, Dan ;  Wrede, Britta )
• Z - Central tasks of the Collaborative Research Center (Project Head Rohlfing, Katharina )

Completed projects

• B03 - Exploring users, roles, and explanations in real-world contexts (Project Heads Horwath, Ilona ;  Matzner, Tobias )
• C06 - Technically enabled explaining of speaker traits (Project Heads Häb-Umbach, Reinhold ;  Wagner, Petra )

• Applicant Institution: Universität Paderborn
• Co-Applicant Institution: Universität Bielefeld
• Participating Institution: Gottfried Wilhelm Leibniz Universität Hannover; Ludwig-Maximilians-Universität München; Technische Universität Berlin
• Spokesperson: Professorin Dr. Katharina Rohlfing