Project Details
Projekt
Monitoring the understanding of explanations (A02)
Subject Area
Applied Linguistics, Computational Linguistics
Image and Language Processing, Computer Graphics and Visualisation, Human Computer Interaction, Ubiquitous and Wearable Computing
Image and Language Processing, Computer Graphics and Visualisation, Human Computer Interaction, Ubiquitous and Wearable Computing
Term
since 2021
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 438445824
Our goal is to build a computational architecture that will monitor a human interlocutor’s moments of (non)understanding in multimodal ensembles. We will make artificial EXs able to reason about these and adapt their explanatory strategy. Utilizing a large corpus of explanations (MUNDEX), we integrate rich, multimodal signals with different perspectives on EE’ level of understanding across varying contexts. Beyond modeling the monitoring and adaptation in explanations, we assess its usefulness for a dynamically adjustable social XAI.
DFG Programme
CRC/Transregios
Subproject of
TRR 318:
Constructing explainability
Applicant Institution
Universität Paderborn
