Steffen T Eberhardt
Biographic Data
| ID | 6747583 |
|---|---|
| NAME | Steffen T Eberhardt |
| GIVEN NAMES | Steffen T |
| FAMILY NAME | Eberhardt |
| SIGNATURE | EBERHARDT S T |
| AFFILIATIONS | Universität Trier |
| ORCID | 0000-0002-9900-4671 |
| VERIFIED | Yes |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 4 |
| AUTHOR COUNT | 3 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 1 |
Employing large language models for emotion detection in psychotherapy transcripts
Even though the classification results were only moderate, our model achieved a good performance especially for prediction of symptom severity. The results confirm the role of negative emotions in the prediction of symptom severity, while they also highlight the role of positive emotions in fostering a good alliance. Future directions entail the improvement of the labeled dataset, especially with regards to domain-specificity and incorporating co…
Validation and application of the Non-Verbal Behavior Analyzer: An automated tool to assess non-verbal emotional expressions in psychotherapy
This study shows that emotion recognition with NOVA can be used to generate ERMs associated with patient emotions, affective experiences and symptoms. Nevertheless, limitations were obvious. It seems necessary to improve the ERMs using larger databases of sessions and the validity of ERMs needs to be further investigated in different samples and different applications. Furthermore, future research should take ERMs to identify emotional synchrony …
Masculine depression: A person-centric perspective
The construct of masculine depression is believed to be evident when men express their depressive symptomology via externalizing problems (e.g., anger, substance use, and compulsive overworking) rather than or in addition to traditional, internalizing expression of depression (e.g., sadness, hopelessness, and feeling helpless). We examined whether distinct subgroups of men potentially at risk for depression could be identified based on their self…
Masculine depression: A person-centric perspective
The construct of masculine depression is believed to be evident when men express their depressive symptomology via externalizing problems (e.g., anger, substance use, and compulsive overworking) rather than or in addition to traditional, internalizing expression of depression (e.g., sadness, hopelessness, and feeling helpless). We examined whether distinct subgroups of men potentially at risk for depression could be identified based on their self…
Validation and application of the Non-Verbal Behavior Analyzer: An automated tool to assess non-verbal emotional expressions in psychotherapy
This study shows that emotion recognition with NOVA can be used to generate ERMs associated with patient emotions, affective experiences and symptoms. Nevertheless, limitations were obvious. It seems necessary to improve the ERMs using larger databases of sessions and the validity of ERMs needs to be further investigated in different samples and different applications. Furthermore, future research should take ERMs to identify emotional synchrony …
Masculine depression: A person-centric perspective
The construct of masculine depression is believed to be evident when men express their depressive symptomology via externalizing problems (e.g., anger, substance use, and compulsive overworking) rather than or in addition to traditional, internalizing expression of depression (e.g., sadness, hopelessness, and feeling helpless). We examined whether distinct subgroups of men potentially at risk for depression could be identified based on their self…
Employing large language models for emotion detection in psychotherapy transcripts
Even though the classification results were only moderate, our model achieved a good performance especially for prediction of symptom severity. The results confirm the role of negative emotions in the prediction of symptom severity, while they also highlight the role of positive emotions in fostering a good alliance. Future directions entail the improvement of the labeled dataset, especially with regards to domain-specificity and incorporating co…
Psychology (3 works) · Anger (2 works) · Clinical Psychology (2 works) · Clinical Psychology (2 works) · Mental Health Research Topics (2 works) · Social Psychology (2 works) · Social Psychology (2 works) · Alliance (1 works) · Anxiety (1 works) · Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes (1 works)