3 papers
cs.CL2025
AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models
Sayed Muddashir Hossain, Simon Ostermann, Patrick Gebhard +3
Psychodynamic conflicts are persistent, often unconscious themes that shape a person's behaviour and experiences. Accurate diagnosis of psychodynamic conflicts is crucial for effec…
cs.CL2024
Recognizing Emotion Regulation Strategies from Human Behavior with Large Language Models
Philipp Müller, Alexander Heimerl, Sayed Muddashir Hossain +5
Human emotions are often not expressed directly, but regulated according to internal processes and social display rules. For affective computing systems, an understanding of how us…
cs.CL2024
M3TCM: Multi-modal Multi-task Context Model for Utterance Classification in Motivational Interviews
Sayed Muddashir Hossain, Jan Alexandersson, Philipp Müller
Accurate utterance classification in motivational interviews is crucial to automatically understand the quality and dynamics of client-therapist interaction, and it can serve as a…