---
_id: '63446'
citation:
ama: Dörre R, Laut-Berger C, Pilipets E, Schulz C, eds. Was waren soziale Medien?
Begriffe im Wandel. Vol 1. Universi Verlag
apa: Was waren soziale Medien? Begriffe im Wandel. (n.d.). In R. Dörre, C. Laut-Berger,
E. Pilipets, & C. Schulz (Eds.), Navigationen. Zeitschrift für Medien-
und Kulturwissenschaften (Vol. 1). Universi Verlag.
bibtex: '@book{Dörre_Laut-Berger_Pilipets_Schulz, title={Was waren soziale Medien?
Begriffe im Wandel}, volume={1}, journal={Navigationen. Zeitschrift für Medien-
und Kulturwissenschaften}, publisher={Universi Verlag} }'
chicago: Dörre, Robert, Christina Laut-Berger, Elena Pilipets, and Christian Schulz,
eds. Was waren soziale Medien? Begriffe im Wandel. Navigationen. Zeitschrift
für Medien- und Kulturwissenschaften. Vol. 1. Universi Verlag, n.d.
ieee: R. Dörre, C. Laut-Berger, E. Pilipets, and C. Schulz, Eds., Was waren soziale
Medien? Begriffe im Wandel, vol. 1. Universi Verlag.
mla: Dörre, Robert, et al., editors. “Was waren soziale Medien? Begriffe im Wandel.”
Navigationen. Zeitschrift für Medien- und Kulturwissenschaften, vol. 1,
Universi Verlag.
short: R. Dörre, C. Laut-Berger, E. Pilipets, C. Schulz, eds., Was waren soziale
Medien? Begriffe im Wandel, Universi Verlag, n.d.
date_created: 2026-01-05T09:12:00Z
date_updated: 2026-03-21T08:30:31Z
department:
- _id: '757'
- _id: '660'
editor:
- first_name: Robert
full_name: Dörre, Robert
last_name: Dörre
- first_name: Christina
full_name: Laut-Berger, Christina
last_name: Laut-Berger
- first_name: 'Elena '
full_name: 'Pilipets, Elena '
last_name: Pilipets
- first_name: Christian
full_name: Schulz, Christian
id: '72684'
last_name: Schulz
intvolume: ' 1'
language:
- iso: ger
publication: Navigationen. Zeitschrift für Medien- und Kulturwissenschaften
publication_status: unpublished
publisher: Universi Verlag
status: public
title: Was waren soziale Medien? Begriffe im Wandel
type: journal_editor
user_id: '72684'
volume: 1
year: '2027'
...
---
_id: '63611'
abstract:
- lang: eng
text: When humans interact with artificial intelligence (AI), one desideratum is
appropriate trust. Typically, appropriate trust encompasses that humans trust
AI except for instances in which they either explicitly notice AI errors or are
suspicious that errors could be present. So far, appropriate trust or related
notions have mainly been investigated by assessing trust and reliance. In this
contribution, we argue that these assessments are insufficient to measure the
complex aim of appropriate trust and the related notion of healthy distrust. We
introduce and test the perspective of covert visual attention as an additional
indicator for appropriate trust and draw conceptual connections to the notion
of healthy distrust. To test the validity of our conceptualization, we formalize
visual attention using the Theory of Visual Attention and measure its properties
that are potentially relevant to appropriate trust and healthy distrust in an
image classification task. Based on temporal-order judgment performance, we estimate
participants' attentional capacity and attentional weight toward correct and incorrect
mock-up AI classifications. We observe that misclassifications reduce attentional
capacity compared to correct classifications. However, our results do not indicate
that this reduction is beneficial for a subsequent judgment of the classifications.
The attentional weighting is not affected by the classifications' correctness
but by the difficulty of categorizing the stimuli themselves. We discuss these
results, their implications, and the limited potential for using visual attention
as an indicator of appropriate trust and healthy distrust.
article_number: '1694367'
article_type: original
author:
- first_name: Tobias Martin
full_name: Peters, Tobias Martin
id: '92810'
last_name: Peters
orcid: 0009-0008-5193-6243
- first_name: Kai
full_name: Biermeier, Kai
id: '55908'
last_name: Biermeier
orcid: 0000-0002-2879-2359
- first_name: Ingrid
full_name: Scharlau, Ingrid
id: '451'
last_name: Scharlau
orcid: 0000-0003-2364-9489
citation:
ama: 'Peters TM, Biermeier K, Scharlau I. Assessing healthy distrust in human-AI
interaction: interpreting changes in visual attention. Frontiers in Psychology.
2026;16. doi:10.3389/fpsyg.2025.1694367'
apa: 'Peters, T. M., Biermeier, K., & Scharlau, I. (2026). Assessing healthy
distrust in human-AI interaction: interpreting changes in visual attention. Frontiers
in Psychology, 16, Article 1694367. https://doi.org/10.3389/fpsyg.2025.1694367'
bibtex: '@article{Peters_Biermeier_Scharlau_2026, title={Assessing healthy distrust
in human-AI interaction: interpreting changes in visual attention}, volume={16},
DOI={10.3389/fpsyg.2025.1694367},
number={1694367}, journal={Frontiers in Psychology}, publisher={Frontiers Media
SA}, author={Peters, Tobias Martin and Biermeier, Kai and Scharlau, Ingrid}, year={2026}
}'
chicago: 'Peters, Tobias Martin, Kai Biermeier, and Ingrid Scharlau. “Assessing
Healthy Distrust in Human-AI Interaction: Interpreting Changes in Visual Attention.”
Frontiers in Psychology 16 (2026). https://doi.org/10.3389/fpsyg.2025.1694367.'
ieee: 'T. M. Peters, K. Biermeier, and I. Scharlau, “Assessing healthy distrust
in human-AI interaction: interpreting changes in visual attention,” Frontiers
in Psychology, vol. 16, Art. no. 1694367, 2026, doi: 10.3389/fpsyg.2025.1694367.'
mla: 'Peters, Tobias Martin, et al. “Assessing Healthy Distrust in Human-AI Interaction:
Interpreting Changes in Visual Attention.” Frontiers in Psychology, vol.
16, 1694367, Frontiers Media SA, 2026, doi:10.3389/fpsyg.2025.1694367.'
short: T.M. Peters, K. Biermeier, I. Scharlau, Frontiers in Psychology 16 (2026).
date_created: 2026-01-14T14:21:59Z
date_updated: 2026-01-14T14:29:03Z
department:
- _id: '424'
- _id: '660'
doi: 10.3389/fpsyg.2025.1694367
intvolume: ' 16'
keyword:
- appropriate trust
- healthy distrust
- visual attention
- Theory of Visual Attention
- human-AI interaction
- Bayesian cognitive model
- image classification
language:
- iso: eng
project:
- _id: '124'
name: 'TRR 318 ; TP C01: Gesundes Misstrauen in Erklärungen'
publication: Frontiers in Psychology
publication_identifier:
issn:
- 1664-1078
publication_status: published
publisher: Frontiers Media SA
status: public
title: 'Assessing healthy distrust in human-AI interaction: interpreting changes in
visual attention'
type: journal_article
user_id: '92810'
volume: 16
year: '2026'
...
---
_id: '61323'
author:
- first_name: Britta
full_name: Wrede, Britta
last_name: Wrede
- first_name: Hendrik
full_name: Buschmeier, Hendrik
last_name: Buschmeier
- first_name: Katharina Justine
full_name: Rohlfing, Katharina Justine
id: '50352'
last_name: Rohlfing
orcid: 0000-0002-5676-8233
- first_name: Meisam
full_name: Booshehri, Meisam
last_name: Booshehri
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
citation:
ama: 'Wrede B, Buschmeier H, Rohlfing KJ, Booshehri M, Grimminger A. Incremental
communication. In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds.
Social Explainable AI. Springer; 2026:227-245. doi:10.1007/978-981-96-5290-7_12'
apa: Wrede, B., Buschmeier, H., Rohlfing, K. J., Booshehri, M., & Grimminger,
A. (2026). Incremental communication. In K. J. Rohlfing, K. Främling, S. Alpsancar,
K. Thommes, & B. Y. Lim (Eds.), Social Explainable AI (pp. 227–245).
Springer. https://doi.org/10.1007/978-981-96-5290-7_12
bibtex: '@inbook{Wrede_Buschmeier_Rohlfing_Booshehri_Grimminger_2026, title={Incremental
communication}, DOI={10.1007/978-981-96-5290-7_12},
booktitle={Social Explainable AI}, publisher={Springer}, author={Wrede, Britta
and Buschmeier, Hendrik and Rohlfing, Katharina Justine and Booshehri, Meisam
and Grimminger, Angela}, editor={Rohlfing, Katharina J. and Främling, Kary and
Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={227–245}
}'
chicago: Wrede, Britta, Hendrik Buschmeier, Katharina Justine Rohlfing, Meisam Booshehri,
and Angela Grimminger. “Incremental Communication.” In Social Explainable AI,
edited by Katharina J. Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes,
and Brian Y. Lim, 227–45. Springer, 2026. https://doi.org/10.1007/978-981-96-5290-7_12.
ieee: B. Wrede, H. Buschmeier, K. J. Rohlfing, M. Booshehri, and A. Grimminger,
“Incremental communication,” in Social Explainable AI, K. J. Rohlfing,
K. Främling, S. Alpsancar, K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp.
227–245.
mla: Wrede, Britta, et al. “Incremental Communication.” Social Explainable AI,
edited by Katharina J. Rohlfing et al., Springer, 2026, pp. 227–45, doi:10.1007/978-981-96-5290-7_12.
short: 'B. Wrede, H. Buschmeier, K.J. Rohlfing, M. Booshehri, A. Grimminger, in:
K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, B.Y. Lim (Eds.), Social
Explainable AI, Springer, 2026, pp. 227–245.'
date_created: 2025-09-17T10:16:36Z
date_updated: 2026-03-19T12:38:37Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_12
editor:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
- first_name: Brian Y.
full_name: Lim, Brian Y.
last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 227-245
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '115'
name: 'TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog'
- _id: '113'
name: TRR 318 - Subproject A3
- _id: '118'
name: 'TRR 318: Project Area INF'
publication: Social Explainable AI
publication_identifier:
eisbn:
- 978-981-96-5290-7
publication_status: epub_ahead
publisher: Springer
quality_controlled: '1'
related_material:
link:
- relation: original
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_12
status: public
title: Incremental communication
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '61321'
author:
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
- first_name: Hendrik
full_name: Buschmeier, Hendrik
last_name: Buschmeier
citation:
ama: 'Grimminger A, Buschmeier H. Theoretical aspects of multimodal processing.
In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. Social Explainable
AI. Springer; 2026:351-365. doi:10.1007/978-981-96-5290-7_18'
apa: Grimminger, A., & Buschmeier, H. (2026). Theoretical aspects of multimodal
processing. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, & B.
Y. Lim (Eds.), Social Explainable AI (pp. 351–365). Springer. https://doi.org/10.1007/978-981-96-5290-7_18
bibtex: '@inbook{Grimminger_Buschmeier_2026, title={Theoretical aspects of multimodal
processing}, DOI={10.1007/978-981-96-5290-7_18},
booktitle={Social Explainable AI}, publisher={Springer}, author={Grimminger, Angela
and Buschmeier, Hendrik}, editor={Rohlfing, Katharina J. and Främling, Kary and
Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={351–365}
}'
chicago: Grimminger, Angela, and Hendrik Buschmeier. “Theoretical Aspects of Multimodal
Processing.” In Social Explainable AI, edited by Katharina J. Rohlfing,
Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim, 351–65. Springer,
2026. https://doi.org/10.1007/978-981-96-5290-7_18.
ieee: A. Grimminger and H. Buschmeier, “Theoretical aspects of multimodal processing,”
in Social Explainable AI, K. J. Rohlfing, K. Främling, S. Alpsancar, K.
Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 351–365.
mla: Grimminger, Angela, and Hendrik Buschmeier. “Theoretical Aspects of Multimodal
Processing.” Social Explainable AI, edited by Katharina J. Rohlfing et
al., Springer, 2026, pp. 351–65, doi:10.1007/978-981-96-5290-7_18.
short: 'A. Grimminger, H. Buschmeier, in: K.J. Rohlfing, K. Främling, S. Alpsancar,
K. Thommes, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 351–365.'
date_created: 2025-09-17T10:13:52Z
date_updated: 2026-03-19T12:48:40Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_18
editor:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
- first_name: Brian Y.
full_name: Lim, Brian Y.
last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 351-365
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
publication: Social Explainable AI
publication_identifier:
eisbn:
- 978-981-96-5290-7
publication_status: published
publisher: Springer
quality_controlled: '1'
related_material:
link:
- relation: original
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_18
status: public
title: Theoretical aspects of multimodal processing
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '61322'
author:
- first_name: Stefan Teodorov
full_name: Lazarov, Stefan Teodorov
id: '90345'
last_name: Lazarov
orcid: 0009-0009-0892-9483
- first_name: Igor
full_name: Tchappi, Igor
last_name: Tchappi
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
citation:
ama: 'Lazarov ST, Tchappi I, Grimminger A. Characteristics of nonverbal behavior.
In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. Social Explainable
AI. Springer; 2026:367-390. doi:10.1007/978-981-96-5290-7_19'
apa: Lazarov, S. T., Tchappi, I., & Grimminger, A. (2026). Characteristics of
nonverbal behavior. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes,
& B. Y. Lim (Eds.), Social Explainable AI (pp. 367–390). Springer.
https://doi.org/10.1007/978-981-96-5290-7_19
bibtex: '@inbook{Lazarov_Tchappi_Grimminger_2026, title={Characteristics of nonverbal
behavior}, DOI={10.1007/978-981-96-5290-7_19},
booktitle={Social Explainable AI}, publisher={Springer}, author={Lazarov, Stefan
Teodorov and Tchappi, Igor and Grimminger, Angela}, editor={Rohlfing, Katharina
J. and Främling, Kary and Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian
Y.}, year={2026}, pages={367–390} }'
chicago: Lazarov, Stefan Teodorov, Igor Tchappi, and Angela Grimminger. “Characteristics
of Nonverbal Behavior.” In Social Explainable AI, edited by Katharina J.
Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim,
367–90. Springer, 2026. https://doi.org/10.1007/978-981-96-5290-7_19.
ieee: S. T. Lazarov, I. Tchappi, and A. Grimminger, “Characteristics of nonverbal
behavior,” in Social Explainable AI, K. J. Rohlfing, K. Främling, S. Alpsancar,
K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 367–390.
mla: Lazarov, Stefan Teodorov, et al. “Characteristics of Nonverbal Behavior.” Social
Explainable AI, edited by Katharina J. Rohlfing et al., Springer, 2026, pp.
367–90, doi:10.1007/978-981-96-5290-7_19.
short: 'S.T. Lazarov, I. Tchappi, A. Grimminger, in: K.J. Rohlfing, K. Främling,
S. Alpsancar, K. Thommes, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026,
pp. 367–390.'
date_created: 2025-09-17T10:15:42Z
date_updated: 2026-03-19T13:58:43Z
department:
- _id: '660'
- _id: '36'
doi: 10.1007/978-981-96-5290-7_19
editor:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
- first_name: Brian Y.
full_name: Lim, Brian Y.
last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 367-390
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
publication: Social Explainable AI
publication_identifier:
eisbn:
- 978-981-96-5290-7
publication_status: published
publisher: Springer
quality_controlled: '1'
related_material:
link:
- relation: original
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_19
status: public
title: Characteristics of nonverbal behavior
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '61324'
author:
- first_name: Petra
full_name: Wagner, Petra
last_name: Wagner
- first_name: Stefan
full_name: Kopp, Stefan
last_name: Kopp
citation:
ama: 'Wagner P, Kopp S. Timing and synchronization of multimodal signals in explanations.
In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. Social Explainable
AI. Springer; 2026:433-446. doi:10.1007/978-981-96-5290-7_22'
apa: Wagner, P., & Kopp, S. (2026). Timing and synchronization of multimodal
signals in explanations. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes,
& B. Y. Lim (Eds.), Social Explainable AI (pp. 433–446). Springer.
https://doi.org/10.1007/978-981-96-5290-7_22
bibtex: '@inbook{Wagner_Kopp_2026, title={Timing and synchronization of multimodal
signals in explanations}, DOI={10.1007/978-981-96-5290-7_22},
booktitle={Social Explainable AI}, publisher={Springer}, author={Wagner, Petra
and Kopp, Stefan}, editor={Rohlfing, Katharina J. and Främling, Kary and Alpsancar,
Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={433–446} }'
chicago: Wagner, Petra, and Stefan Kopp. “Timing and Synchronization of Multimodal
Signals in Explanations.” In Social Explainable AI, edited by Katharina
J. Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim,
433–46. Springer, 2026. https://doi.org/10.1007/978-981-96-5290-7_22.
ieee: P. Wagner and S. Kopp, “Timing and synchronization of multimodal signals in
explanations,” in Social Explainable AI, K. J. Rohlfing, K. Främling, S.
Alpsancar, K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 433–446.
mla: Wagner, Petra, and Stefan Kopp. “Timing and Synchronization of Multimodal Signals
in Explanations.” Social Explainable AI, edited by Katharina J. Rohlfing
et al., Springer, 2026, pp. 433–46, doi:10.1007/978-981-96-5290-7_22.
short: 'P. Wagner, S. Kopp, in: K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes,
B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 433–446.'
date_created: 2025-09-17T10:16:49Z
date_updated: 2026-03-19T13:58:53Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_22
editor:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
- first_name: Brian Y.
full_name: Lim, Brian Y.
last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 433-446
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
publication: Social Explainable AI
publication_identifier:
eisbn:
- 978-981-96-5290-7
publication_status: published
publisher: Springer
quality_controlled: '1'
related_material:
link:
- relation: original
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_22
status: public
title: Timing and synchronization of multimodal signals in explanations
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '61112'
author:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
id: '50352'
last_name: Rohlfing
orcid: 0000-0002-5676-8233
- first_name: Anna-Lisa
full_name: Vollmer, Anna-Lisa
last_name: Vollmer
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
citation:
ama: 'Rohlfing KJ, Vollmer A-L, Grimminger A. Practices: How to establish an explaining
practice. In: Rohlfing K, Främling K, Thommes K, Alpsancar S, Lim BY, eds. Social
Explainable AI. Springer; 2026. doi:10.1007/978-981-96-5290-7_5'
apa: 'Rohlfing, K. J., Vollmer, A.-L., & Grimminger, A. (2026). Practices: How
to establish an explaining practice. In K. Rohlfing, K. Främling, K. Thommes,
S. Alpsancar, & B. Y. Lim (Eds.), Social Explainable AI. Springer.
https://doi.org/10.1007/978-981-96-5290-7_5'
bibtex: '@inbook{Rohlfing_Vollmer_Grimminger_2026, title={Practices: How to establish
an explaining practice}, DOI={10.1007/978-981-96-5290-7_5},
booktitle={Social Explainable AI}, publisher={Springer}, author={Rohlfing, Katharina
J. and Vollmer, Anna-Lisa and Grimminger, Angela}, editor={Rohlfing, Katharina
and Främling, Kary and Thommes, Kirsten and Alpsancar, Suzana and Lim, Brian Y.},
year={2026} }'
chicago: 'Rohlfing, Katharina J., Anna-Lisa Vollmer, and Angela Grimminger. “Practices:
How to Establish an Explaining Practice.” In Social Explainable AI, edited
by Katharina Rohlfing, Kary Främling, Kirsten Thommes, Suzana Alpsancar, and Brian
Y. Lim. Springer, 2026. https://doi.org/10.1007/978-981-96-5290-7_5.'
ieee: 'K. J. Rohlfing, A.-L. Vollmer, and A. Grimminger, “Practices: How to establish
an explaining practice,” in Social Explainable AI, K. Rohlfing, K. Främling,
K. Thommes, S. Alpsancar, and B. Y. Lim, Eds. Springer, 2026.'
mla: 'Rohlfing, Katharina J., et al. “Practices: How to Establish an Explaining
Practice.” Social Explainable AI, edited by Katharina Rohlfing et al.,
Springer, 2026, doi:10.1007/978-981-96-5290-7_5.'
short: 'K.J. Rohlfing, A.-L. Vollmer, A. Grimminger, in: K. Rohlfing, K. Främling,
K. Thommes, S. Alpsancar, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026.'
date_created: 2025-09-02T14:33:16Z
date_updated: 2026-03-20T09:11:58Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_5
editor:
- first_name: Katharina
full_name: Rohlfing, Katharina
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Brian Y.
full_name: Lim, Brian Y.
last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '115'
name: 'TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog'
- _id: '123'
name: TRR 318 - Subproject B5
publication: Social Explainable AI
publication_identifier:
eisbn:
- 978-981-96-5290-7
publication_status: epub_ahead
publisher: Springer
quality_controlled: '1'
related_material:
link:
- relation: original
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_5
status: public
title: 'Practices: How to establish an explaining practice'
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '61325'
author:
- first_name: Anna-Lisa
full_name: Vollmer, Anna-Lisa
last_name: Vollmer
- first_name: Heike M.
full_name: Buhl, Heike M.
id: '27152'
last_name: Buhl
- first_name: Rachid
full_name: Alami, Rachid
last_name: Alami
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
- first_name: Meisam
full_name: Booshehri, Meisam
last_name: Booshehri
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Vollmer A-L, Buhl HM, Alami R, et al. Components of an explanation for co-constructive
sXAI. In: Rohlfing KJ, Främling K, Lim B, Alpsancar S, Thommes K, eds. Social
Explainable AI. Springer; 2026:39-53. doi:10.1007/978-981-96-5290-7_3'
apa: Vollmer, A.-L., Buhl, H. M., Alami, R., Främling, K., Grimminger, A., Booshehri,
M., & Ngonga Ngomo, A.-C. (2026). Components of an explanation for co-constructive
sXAI. In K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, & K. Thommes (Eds.),
Social Explainable AI (pp. 39–53). Springer. https://doi.org/10.1007/978-981-96-5290-7_3
bibtex: '@inbook{Vollmer_Buhl_Alami_Främling_Grimminger_Booshehri_Ngonga Ngomo_2026,
title={Components of an explanation for co-constructive sXAI}, DOI={10.1007/978-981-96-5290-7_3},
booktitle={Social Explainable AI}, publisher={Springer}, author={Vollmer, Anna-Lisa
and Buhl, Heike M. and Alami, Rachid and Främling, Kary and Grimminger, Angela
and Booshehri, Meisam and Ngonga Ngomo, Axel-Cyrille}, editor={Rohlfing, Katharina
J. and Främling, Kary and Lim, Brian and Alpsancar, Suzana and Thommes, Kirsten},
year={2026}, pages={39–53} }'
chicago: Vollmer, Anna-Lisa, Heike M. Buhl, Rachid Alami, Kary Främling, Angela
Grimminger, Meisam Booshehri, and Axel-Cyrille Ngonga Ngomo. “Components of an
Explanation for Co-Constructive SXAI.” In Social Explainable AI, edited
by Katharina J. Rohlfing, Kary Främling, Brian Lim, Suzana Alpsancar, and Kirsten
Thommes, 39–53. Springer, 2026. https://doi.org/10.1007/978-981-96-5290-7_3.
ieee: A.-L. Vollmer et al., “Components of an explanation for co-constructive
sXAI,” in Social Explainable AI, K. J. Rohlfing, K. Främling, B. Lim, S.
Alpsancar, and K. Thommes, Eds. Springer, 2026, pp. 39–53.
mla: Vollmer, Anna-Lisa, et al. “Components of an Explanation for Co-Constructive
SXAI.” Social Explainable AI, edited by Katharina J. Rohlfing et al., Springer,
2026, pp. 39–53, doi:10.1007/978-981-96-5290-7_3.
short: 'A.-L. Vollmer, H.M. Buhl, R. Alami, K. Främling, A. Grimminger, M. Booshehri,
A.-C. Ngonga Ngomo, in: K.J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, K. Thommes
(Eds.), Social Explainable AI, Springer, 2026, pp. 39–53.'
date_created: 2025-09-17T10:16:52Z
date_updated: 2026-03-23T18:28:01Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_3
editor:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Brian
full_name: Lim, Brian
last_name: Lim
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_3
oa: '1'
page: 39-53
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '114'
name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
bei der Erklärung von digitalen Artefakten'
- _id: '123'
name: TRR 318 - Subproject B5
- _id: '118'
name: 'TRR 318: Project Area INF'
publication: Social Explainable AI
publication_identifier:
eisbn:
- 978-981-96-5290-7
publication_status: epub_ahead
publisher: Springer
quality_controlled: '1'
related_material:
link:
- relation: original
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_3
status: public
title: Components of an explanation for co-constructive sXAI
type: book_chapter
user_id: '90826'
year: '2026'
...
---
_id: '65084'
author:
- first_name: Heike M.
full_name: Buhl, Heike M.
id: '27152'
last_name: Buhl
- first_name: Anna-Lisa
full_name: Vollmer, Anna-Lisa
id: '86589'
last_name: Vollmer
- first_name: Rachid
full_name: Alami, Rachid
last_name: Alami
- first_name: Meisam
full_name: Booshehri, Meisam
id: '93424'
last_name: Booshehri
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
citation:
ama: 'Buhl HM, Vollmer A-L, Alami R, Booshehri M, Främling K. Models of the situation,
the explanandum, and the interaction partner. In: Rohlfing KJ, Främling K, Lim
B, Alpsancar S, Thommes K, eds. Social Explainable AI. Springer; 2026:269-295.
doi:https://doi.org/10.1007/978-981-96-5290-7_14'
apa: Buhl, H. M., Vollmer, A.-L., Alami, R., Booshehri, M., & Främling, K. (2026).
Models of the situation, the explanandum, and the interaction partner. In K. J.
Rohlfing, K. Främling, B. Lim, S. Alpsancar, & K. Thommes (Eds.), Social
explainable AI (pp. 269–295). Springer. https://doi.org/10.1007/978-981-96-5290-7_14
bibtex: '@inbook{Buhl_Vollmer_Alami_Booshehri_Främling_2026, title={Models of the
situation, the explanandum, and the interaction partner}, DOI={https://doi.org/10.1007/978-981-96-5290-7_14},
booktitle={Social explainable AI}, publisher={Springer}, author={Buhl, Heike M.
and Vollmer, Anna-Lisa and Alami, Rachid and Booshehri, Meisam and Främling, Kary},
editor={Rohlfing, Katharina J. and Främling, Kary and Lim, Brian and Alpsancar,
Suzana and Thommes, Kisten}, year={2026}, pages={269–295} }'
chicago: Buhl, Heike M., Anna-Lisa Vollmer, Rachid Alami, Meisam Booshehri, and
Kary Främling. “Models of the Situation, the Explanandum, and the Interaction
Partner.” In Social Explainable AI, edited by Katharina J. Rohlfing, Kary
Främling, Brian Lim, Suzana Alpsancar, and Kisten Thommes, 269–95. Springer, 2026.
https://doi.org/10.1007/978-981-96-5290-7_14.
ieee: H. M. Buhl, A.-L. Vollmer, R. Alami, M. Booshehri, and K. Främling, “Models
of the situation, the explanandum, and the interaction partner,” in Social
explainable AI, K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, and K.
Thommes, Eds. Springer, 2026, pp. 269–295.
mla: Buhl, Heike M., et al. “Models of the Situation, the Explanandum, and the Interaction
Partner.” Social Explainable AI, edited by Katharina J. Rohlfing et al.,
Springer, 2026, pp. 269–95, doi:https://doi.org/10.1007/978-981-96-5290-7_14.
short: 'H.M. Buhl, A.-L. Vollmer, R. Alami, M. Booshehri, K. Främling, in: K.J.
Rohlfing, K. Främling, B. Lim, S. Alpsancar, K. Thommes (Eds.), Social Explainable
AI, Springer, 2026, pp. 269–295.'
date_created: 2026-03-23T08:06:57Z
date_updated: 2026-03-23T18:24:49Z
department:
- _id: '427'
- _id: '660'
doi: https://doi.org/10.1007/978-981-96-5290-7_14
editor:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Brian
full_name: Lim, Brian
last_name: Lim
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Kisten
full_name: Thommes, Kisten
last_name: Thommes
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_14
oa: '1'
page: 269-295
project:
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '114'
name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
bei der Erklärung von digitalen Artefakten'
- _id: '121'
name: 'TRR 318; TP B01: Ein dialogbasierter Ansatz zur Erklärung von Modellen des
maschinellen Lernens'
publication: Social explainable AI
publisher: Springer
related_material:
link:
- relation: confirmation
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_14
status: public
title: Models of the situation, the explanandum, and the interaction partner
type: book_chapter
user_id: '90826'
year: '2026'
...
---
_id: '65083'
author:
- first_name: Heike M.
full_name: Buhl, Heike M.
id: '27152'
last_name: Buhl
- first_name: Britta
full_name: Wrede, Britta
last_name: Wrede
- first_name: Josephine Beryl
full_name: Fisher, Josephine Beryl
id: '56345'
last_name: Fisher
orcid: 0000-0002-9997-9241
- first_name: Marco
full_name: Matarese, Marco
last_name: Matarese
citation:
ama: 'Buhl HM, Wrede B, Fisher JB, Matarese M. Adaptation. In: Rohlfing KJ, Främling
K, Lim B, Alpsancar S, Thommes K, eds. Social Explainable AI. Springer;
2026:247-267. doi:https://doi.org/10.1007/978-981-96-5290-7_13'
apa: Buhl, H. M., Wrede, B., Fisher, J. B., & Matarese, M. (2026). Adaptation.
In K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, & K. Thommes (Eds.),
Social Explainable AI (pp. 247–267). Springer. https://doi.org/10.1007/978-981-96-5290-7_13
bibtex: '@inbook{Buhl_Wrede_Fisher_Matarese_2026, title={Adaptation}, DOI={https://doi.org/10.1007/978-981-96-5290-7_13},
booktitle={Social Explainable AI}, publisher={Springer}, author={Buhl, Heike M.
and Wrede, Britta and Fisher, Josephine Beryl and Matarese, Marco}, editor={Rohlfing,
Katharina J. and Främling, Kary and Lim, Brian and Alpsancar, Suzana and Thommes,
Kirsten}, year={2026}, pages={247–267} }'
chicago: Buhl, Heike M., Britta Wrede, Josephine Beryl Fisher, and Marco Matarese.
“Adaptation.” In Social Explainable AI, edited by Katharina J. Rohlfing,
Kary Främling, Brian Lim, Suzana Alpsancar, and Kirsten Thommes, 247–67. Springer,
2026. https://doi.org/10.1007/978-981-96-5290-7_13.
ieee: H. M. Buhl, B. Wrede, J. B. Fisher, and M. Matarese, “Adaptation,” in Social
Explainable AI, K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, and K.
Thommes, Eds. Springer, 2026, pp. 247–267.
mla: Buhl, Heike M., et al. “Adaptation.” Social Explainable AI, edited by
Katharina J. Rohlfing et al., Springer, 2026, pp. 247–67, doi:https://doi.org/10.1007/978-981-96-5290-7_13.
short: 'H.M. Buhl, B. Wrede, J.B. Fisher, M. Matarese, in: K.J. Rohlfing, K. Främling,
B. Lim, S. Alpsancar, K. Thommes (Eds.), Social Explainable AI, Springer, 2026,
pp. 247–267.'
date_created: 2026-03-23T07:55:56Z
date_updated: 2026-03-23T18:25:34Z
department:
- _id: '427'
- _id: '660'
doi: https://doi.org/10.1007/978-981-96-5290-7_13
editor:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Brian
full_name: Lim, Brian
last_name: Lim
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_13
oa: '1'
page: 247-267
project:
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '114'
name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
bei der Erklärung von digitalen Artefakten'
- _id: '115'
name: 'TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog'
- _id: '118'
name: 'TRR 318: Project Area INF'
publication: Social Explainable AI
publication_identifier:
unknown:
- 978-981-96-5290-7
publisher: Springer
related_material:
link:
- relation: confirmation
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_13
status: public
title: Adaptation
type: book_chapter
user_id: '90826'
year: '2026'
...
---
_id: '64914'
abstract:
- lang: eng
text: 'We investigate how verbal and nonverbal linguistic features, exhibited by
speakers and listeners in dialogue, can contribute to predicting the listener''s
state of understanding in explanatory interactions on a moment-by-moment basis.
Specifically, we examine three linguistic cues related to cognitive load and hypothesised
to correlate with listener understanding: the information value (operationalised
with surprisal) and syntactic complexity of the speaker''s utterances, and the
variation in the listener''s interactive gaze behaviour. Based on statistical
analyses of the MUNDEX corpus of face-to-face dialogic board game explanations,
we find that individual cues vary with the listener''s level of understanding.
Listener states (‘Understanding’, ‘Partial Understanding’, ‘Non-Understanding’
and ‘Misunderstanding’) were self-annotated by the listeners using a retrospective
video-recall method. The results of a subsequent classification experiment, involving
two off-the-shelf classifiers and a fine-tuned German BERT-based multimodal classifier,
demonstrate that prediction of these four states of understanding is generally
possible and improves when the three linguistic cues are considered alongside
textual features.'
author:
- first_name: Yu
full_name: Wang, Yu
last_name: Wang
- first_name: Olcay
full_name: Türk, Olcay
last_name: Türk
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
- first_name: Hendrik
full_name: Buschmeier, Hendrik
id: '76456'
last_name: Buschmeier
orcid: 0000-0002-9613-5713
citation:
ama: 'Wang Y, Türk O, Grimminger A, Buschmeier H. Predicting states of understanding
in explanatory interactions using cognitive load-related linguistic cues. In:
Proceedings of the 15th Biennial Language Resources and Evaluation Conference.
ELRA. doi:10.48550/arXiv.2603.20079'
apa: Wang, Y., Türk, O., Grimminger, A., & Buschmeier, H. (n.d.). Predicting
states of understanding in explanatory interactions using cognitive load-related
linguistic cues. Proceedings of the 15th Biennial Language Resources and Evaluation
Conference. 15th Biennial Language Resources and Evaluation Conference, Palma,
Mallorca, Spain. https://doi.org/10.48550/arXiv.2603.20079
bibtex: '@inproceedings{Wang_Türk_Grimminger_Buschmeier, place={Palma, Mallorca,
Spain}, title={Predicting states of understanding in explanatory interactions
using cognitive load-related linguistic cues}, DOI={10.48550/arXiv.2603.20079},
booktitle={Proceedings of the 15th Biennial Language Resources and Evaluation
Conference}, publisher={ELRA}, author={Wang, Yu and Türk, Olcay and Grimminger,
Angela and Buschmeier, Hendrik} }'
chicago: 'Wang, Yu, Olcay Türk, Angela Grimminger, and Hendrik Buschmeier. “Predicting
States of Understanding in Explanatory Interactions Using Cognitive Load-Related
Linguistic Cues.” In Proceedings of the 15th Biennial Language Resources and
Evaluation Conference. Palma, Mallorca, Spain: ELRA, n.d. https://doi.org/10.48550/arXiv.2603.20079.'
ieee: 'Y. Wang, O. Türk, A. Grimminger, and H. Buschmeier, “Predicting states of
understanding in explanatory interactions using cognitive load-related linguistic
cues,” presented at the 15th Biennial Language Resources and Evaluation Conference,
Palma, Mallorca, Spain, doi: 10.48550/arXiv.2603.20079.'
mla: Wang, Yu, et al. “Predicting States of Understanding in Explanatory Interactions
Using Cognitive Load-Related Linguistic Cues.” Proceedings of the 15th Biennial
Language Resources and Evaluation Conference, ELRA, doi:10.48550/arXiv.2603.20079.
short: 'Y. Wang, O. Türk, A. Grimminger, H. Buschmeier, in: Proceedings of the 15th
Biennial Language Resources and Evaluation Conference, ELRA, Palma, Mallorca,
Spain, n.d.'
conference:
end_date: 2026-05-16
location: Palma, Mallorca, Spain
name: 15th Biennial Language Resources and Evaluation Conference
start_date: 2026-05-11
date_created: 2026-03-13T17:59:22Z
date_updated: 2026-03-25T13:42:48Z
department:
- _id: '660'
doi: 10.48550/arXiv.2603.20079
language:
- iso: eng
place: Palma, Mallorca, Spain
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
publication: Proceedings of the 15th Biennial Language Resources and Evaluation Conference
publication_status: inpress
publisher: ELRA
quality_controlled: '1'
status: public
title: Predicting states of understanding in explanatory interactions using cognitive
load-related linguistic cues
type: conference
user_id: '76456'
year: '2026'
...
---
_id: '61151'
abstract:
- lang: eng
text: In this paper, we discuss the application of retrospective video recall for
the assessment of cognitive processes in explanatory interactions, such as understanding
and mental models. Our purpose is to reflect on the benefits and limitations of
video recall compared to another self-report method, ‘thinking-aloud’. To do so,
we reveal empirical results from the application of video recall in three interdisciplinary
research projects that applied the method for the qualitative and quantitative
assessment of cognitive and behavioral phenomena in everyday explanations. In
all three projects, video recall was applied as a post-hoc procedure following
the recording of dyadic face-to-face explanations of board games. The design of
the video recall procedure differed between individual projects because they pursued
different research objectives – that is the investigation of (1) an interlocutor's
multimodal signals of understanding, (2) the change in assumptions about an interlocutor's
dispositional and situational knowledge, and (3) the differentiated assessment
of an interlocutor's developing understanding of domain knowledge aspects by distinguishing
between mechanistic and functional explanatory stances. By discussing the benefits
and the limitations of each procedure, this article provides critical reflections
on video recall as a versatile research method applied for the analysis of human
multimodal behavior in interaction and cognitive processing.
author:
- first_name: Stefan Teodorov
full_name: Lazarov, Stefan Teodorov
id: '90345'
last_name: Lazarov
orcid: 0009-0009-0892-9483
- first_name: Michael
full_name: Schaffer, Michael
id: '92807'
last_name: Schaffer
- first_name: Viviane
full_name: Gladow, Viviane
last_name: Gladow
- first_name: Hendrik
full_name: Buschmeier, Hendrik
id: '76456'
last_name: Buschmeier
orcid: 0000-0002-9613-5713
- first_name: Heike M.
full_name: Buhl, Heike M.
id: '27152'
last_name: Buhl
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
citation:
ama: Lazarov ST, Schaffer M, Gladow V, Buschmeier H, Buhl HM, Grimminger A. Retrospective
video recall for analyzing cognitive processes in naturalistic explanations.
apa: Lazarov, S. T., Schaffer, M., Gladow, V., Buschmeier, H., Buhl, H. M., &
Grimminger, A. (n.d.). Retrospective video recall for analyzing cognitive processes
in naturalistic explanations.
bibtex: '@article{Lazarov_Schaffer_Gladow_Buschmeier_Buhl_Grimminger, title={Retrospective
video recall for analyzing cognitive processes in naturalistic explanations},
author={Lazarov, Stefan Teodorov and Schaffer, Michael and Gladow, Viviane and
Buschmeier, Hendrik and Buhl, Heike M. and Grimminger, Angela} }'
chicago: Lazarov, Stefan Teodorov, Michael Schaffer, Viviane Gladow, Hendrik Buschmeier,
Heike M. Buhl, and Angela Grimminger. “Retrospective Video Recall for Analyzing
Cognitive Processes in Naturalistic Explanations,” n.d.
ieee: S. T. Lazarov, M. Schaffer, V. Gladow, H. Buschmeier, H. M. Buhl, and A. Grimminger,
“Retrospective video recall for analyzing cognitive processes in naturalistic
explanations.” .
mla: Lazarov, Stefan Teodorov, et al. Retrospective Video Recall for Analyzing
Cognitive Processes in Naturalistic Explanations.
short: S.T. Lazarov, M. Schaffer, V. Gladow, H. Buschmeier, H.M. Buhl, A. Grimminger,
(n.d.).
date_created: 2025-09-08T14:11:37Z
date_updated: 2026-03-27T16:18:03Z
department:
- _id: '660'
language:
- iso: eng
main_file_link:
- url: https://doi.org/10.31219/osf.io/u24kz_v2
page: '29'
project:
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '114'
name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
bei der Erklärung von digitalen Artefakten'
publication_status: submitted
status: public
title: Retrospective video recall for analyzing cognitive processes in naturalistic
explanations
type: preprint
user_id: '76456'
year: '2026'
...
---
_id: '61444'
abstract:
- lang: eng
text: Backchannels and fillers are important linguistic expressions in dialogue,
but often treated as ‘noise’ to be bypassed in modern transformer-based language
models. Our work studies the representation of them in language models using three
fine-tuning strategies. The models are trained on three dialogue corpora in English
and Japanese, where backchannels and fillers are preserved and annotated, to investigate
how fine-tuning can help LMs learn their representations. We first apply clustering
analysis to the learnt representation of backchannels and fillers, and have found
increased silhouette scores in representations from fine-tuned models, which suggests
that fine-tuning enables LMs to distinguish the nuanced semantic variation in
different backchannel and filler use. We also use natural language generation
(NLG) metrics and qualitative analysis to confirm that the utterances generated
by fine-tuned language models resemble human-produced utterances more closely.
Our findings suggest the potentials of transforming general LMs into conversational
LMs that are more capable of producing human-like languages adequately.
author:
- first_name: Yu
full_name: Wang, Yu
last_name: Wang
- first_name: Leyi
full_name: Lao, Leyi
last_name: Lao
- first_name: Langchu
full_name: Huang, Langchu
last_name: Huang
- first_name: Gabriel
full_name: Skantze, Gabriel
last_name: Skantze
- first_name: Yang
full_name: Xu, Yang
last_name: Xu
- first_name: Hendrik
full_name: Buschmeier, Hendrik
id: '76456'
last_name: Buschmeier
orcid: 0000-0002-9613-5713
citation:
ama: Wang Y, Lao L, Huang L, Skantze G, Xu Y, Buschmeier H. Investigating the representation
of backchannels and fillers in fine-tuned language models.
apa: Wang, Y., Lao, L., Huang, L., Skantze, G., Xu, Y., & Buschmeier, H. (n.d.).
Investigating the representation of backchannels and fillers in fine-tuned
language models. 64th Annual Meeting of the Association for Computational
Linguistics, San Diego, CA, USA.
bibtex: '@inproceedings{Wang_Lao_Huang_Skantze_Xu_Buschmeier, title={Investigating
the representation of backchannels and fillers in fine-tuned language models},
author={Wang, Yu and Lao, Leyi and Huang, Langchu and Skantze, Gabriel and Xu,
Yang and Buschmeier, Hendrik} }'
chicago: Wang, Yu, Leyi Lao, Langchu Huang, Gabriel Skantze, Yang Xu, and Hendrik
Buschmeier. “Investigating the Representation of Backchannels and Fillers in Fine-Tuned
Language Models,” n.d.
ieee: Y. Wang, L. Lao, L. Huang, G. Skantze, Y. Xu, and H. Buschmeier, “Investigating
the representation of backchannels and fillers in fine-tuned language models,”
presented at the 64th Annual Meeting of the Association for Computational Linguistics,
San Diego, CA, USA.
mla: Wang, Yu, et al. Investigating the Representation of Backchannels and Fillers
in Fine-Tuned Language Models.
short: 'Y. Wang, L. Lao, L. Huang, G. Skantze, Y. Xu, H. Buschmeier, in: n.d.'
conference:
end_date: 2026-07-07
location: San Diego, CA, USA
name: 64th Annual Meeting of the Association for Computational Linguistics
start_date: 2026-07-02
date_created: 2025-09-25T19:00:23Z
date_updated: 2026-04-07T09:56:43Z
department:
- _id: '660'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.48550/arXiv.2509.20237
oa: '1'
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
publication_status: accepted
quality_controlled: '1'
status: public
title: Investigating the representation of backchannels and fillers in fine-tuned
language models
type: conference
user_id: '76456'
year: '2026'
...
---
_id: '65363'
abstract:
- lang: eng
text: 'Recent theoretical advancement of information density in natural language
has brought the following question on desk: To what degree does natural language
exhibit periodicity pattern in its encoded information? We address this question
by introducing a new method called AutoPeriod of Surprisal (APS). APS adopts a
canonical periodicity detection algorithm and is able to identify any significant
periods that exist in the surprisal sequence of a single document. By applying
the algorithm to a set of corpora, we have obtained the following interesting
results: Firstly, a considerable proportion of human language demonstrates a strong
pattern of periodicity in information; Secondly, new periods that are outside
the distributions of typical structural units in text (e.g., sentence boundaries,
elementary discourse units, etc.) are found and further confirmed via harmonic
regression modeling. We conclude that the periodicity of information in language
is a joint outcome from both structured factors and other driving factors that
take effect at longer distances. The advantages of our periodicity detection method
and its potentials in LLM-generation detection are further discussed.'
author:
- first_name: Yulin
full_name: Ou, Yulin
last_name: Ou
- first_name: Yu
full_name: Wang, Yu
last_name: Wang
- first_name: Yang
full_name: Xu, Yang
last_name: Xu
- first_name: Hendrik
full_name: Buschmeier, Hendrik
id: '76456'
last_name: Buschmeier
orcid: 0000-0002-9613-5713
citation:
ama: Ou Y, Wang Y, Xu Y, Buschmeier H. Identifying the periodicity of information
in natural language.
apa: Ou, Y., Wang, Y., Xu, Y., & Buschmeier, H. (n.d.). Identifying the periodicity
of information in natural language. 64th Annual Meeting of the Association
for Computational Linguistics, San Diego, CA, USA.
bibtex: '@inproceedings{Ou_Wang_Xu_Buschmeier, title={Identifying the periodicity
of information in natural language}, author={Ou, Yulin and Wang, Yu and Xu, Yang
and Buschmeier, Hendrik} }'
chicago: Ou, Yulin, Yu Wang, Yang Xu, and Hendrik Buschmeier. “Identifying the Periodicity
of Information in Natural Language,” n.d.
ieee: Y. Ou, Y. Wang, Y. Xu, and H. Buschmeier, “Identifying the periodicity of
information in natural language,” presented at the 64th Annual Meeting of the
Association for Computational Linguistics, San Diego, CA, USA.
mla: Ou, Yulin, et al. Identifying the Periodicity of Information in Natural
Language.
short: 'Y. Ou, Y. Wang, Y. Xu, H. Buschmeier, in: n.d.'
conference:
end_date: 2026-07-07
location: San Diego, CA, USA
name: 64th Annual Meeting of the Association for Computational Linguistics
start_date: 2026-07-02
date_created: 2026-04-07T09:52:23Z
date_updated: 2026-04-07T09:56:53Z
department:
- _id: '660'
language:
- iso: eng
publication_status: accepted
quality_controlled: '1'
status: public
title: Identifying the periodicity of information in natural language
type: conference
user_id: '76456'
year: '2026'
...
---
_id: '59756'
abstract:
- lang: eng
text: "A current concern in the field of Artificial Intelligence (AI) is to ensure
the trustworthiness of AI systems. The development of explainability methods is
one prominent way to address this, which has often resulted in the assumption
that the use of explainability will lead to an increase in the trust of users
and wider society. However, the dynamics between explainability and trust are
not well established and empirical investigations of their relation remain mixed
or inconclusive.\r\nIn this paper we provide a detailed description of the concepts
of user trust and distrust in AI and their relation to appropriate reliance. For
that we draw from the fields of machine learning, human–computer interaction,
and the social sciences. Based on these insights, we have created a focused study
of empirical literature of existing empirical studies that investigate the effects
of AI systems and XAI methods on user (dis)trust, in order to substantiate our
conceptualization of trust, distrust, and reliance. With respect to our conceptual
understanding we identify gaps in existing empirical work. With clarifying the
concepts and summarizing the empirical studies, we aim to provide researchers,
who examine user trust in AI, with an improved starting point for developing user
studies to measure and evaluate the user’s attitude towards and reliance on AI
systems."
article_number: '101357'
author:
- first_name: Roel
full_name: Visser, Roel
last_name: Visser
- first_name: Tobias Martin
full_name: Peters, Tobias Martin
id: '92810'
last_name: Peters
orcid: 0009-0008-5193-6243
- first_name: Ingrid
full_name: Scharlau, Ingrid
id: '451'
last_name: Scharlau
orcid: 0000-0003-2364-9489
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
citation:
ama: 'Visser R, Peters TM, Scharlau I, Hammer B. Trust, distrust, and appropriate
reliance in (X)AI: A conceptual clarification of user trust and survey of its
empirical evaluation. Cognitive Systems Research. Published online 2025.
doi:10.1016/j.cogsys.2025.101357'
apa: 'Visser, R., Peters, T. M., Scharlau, I., & Hammer, B. (2025). Trust, distrust,
and appropriate reliance in (X)AI: A conceptual clarification of user trust and
survey of its empirical evaluation. Cognitive Systems Research, Article
101357. https://doi.org/10.1016/j.cogsys.2025.101357'
bibtex: '@article{Visser_Peters_Scharlau_Hammer_2025, title={Trust, distrust, and
appropriate reliance in (X)AI: A conceptual clarification of user trust and survey
of its empirical evaluation}, DOI={10.1016/j.cogsys.2025.101357},
number={101357}, journal={Cognitive Systems Research}, publisher={Elsevier BV},
author={Visser, Roel and Peters, Tobias Martin and Scharlau, Ingrid and Hammer,
Barbara}, year={2025} }'
chicago: 'Visser, Roel, Tobias Martin Peters, Ingrid Scharlau, and Barbara Hammer.
“Trust, Distrust, and Appropriate Reliance in (X)AI: A Conceptual Clarification
of User Trust and Survey of Its Empirical Evaluation.” Cognitive Systems Research,
2025. https://doi.org/10.1016/j.cogsys.2025.101357.'
ieee: 'R. Visser, T. M. Peters, I. Scharlau, and B. Hammer, “Trust, distrust, and
appropriate reliance in (X)AI: A conceptual clarification of user trust and survey
of its empirical evaluation,” Cognitive Systems Research, Art. no. 101357,
2025, doi: 10.1016/j.cogsys.2025.101357.'
mla: 'Visser, Roel, et al. “Trust, Distrust, and Appropriate Reliance in (X)AI:
A Conceptual Clarification of User Trust and Survey of Its Empirical Evaluation.”
Cognitive Systems Research, 101357, Elsevier BV, 2025, doi:10.1016/j.cogsys.2025.101357.'
short: R. Visser, T.M. Peters, I. Scharlau, B. Hammer, Cognitive Systems Research
(2025).
date_created: 2025-05-02T09:26:15Z
date_updated: 2025-05-15T11:16:27Z
department:
- _id: '424'
- _id: '660'
doi: 10.1016/j.cogsys.2025.101357
keyword:
- XAI
- Appropriate trust
- Distrust
- Reliance
- Human-centric evaluation
- Trustworthy AI
language:
- iso: eng
project:
- _id: '124'
name: 'TRR 318 - C1: TRR 318 - Subproject C1 - Gesundes Misstrauen in Erklärungen'
publication: Cognitive Systems Research
publication_identifier:
issn:
- 1389-0417
publication_status: published
publisher: Elsevier BV
status: public
title: 'Trust, distrust, and appropriate reliance in (X)AI: A conceptual clarification
of user trust and survey of its empirical evaluation'
type: journal_article
user_id: '92810'
year: '2025'
...
---
_id: '59999'
author:
- first_name: Frederik
full_name: Rautenberg, Frederik
id: '72602'
last_name: Rautenberg
- first_name: Michael
full_name: Kuhlmann, Michael
id: '49871'
last_name: Kuhlmann
- first_name: Fritz
full_name: Seebauer, Fritz
last_name: Seebauer
- first_name: Jana
full_name: Wiechmann, Jana
last_name: Wiechmann
- first_name: Petra
full_name: Wagner, Petra
last_name: Wagner
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Rautenberg F, Kuhlmann M, Seebauer F, Wiechmann J, Wagner P, Haeb-Umbach R.
Speech Synthesis along Perceptual Voice Quality Dimensions. In: ICASSP 2025
- 2025 IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP). IEEE; 2025. doi:10.1109/icassp49660.2025.10888012'
apa: Rautenberg, F., Kuhlmann, M., Seebauer, F., Wiechmann, J., Wagner, P., &
Haeb-Umbach, R. (2025). Speech Synthesis along Perceptual Voice Quality Dimensions.
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP). IEEE International Conference on Acoustics, Speech and
Signal Processing (ICASSP), Hyderabad, India . https://doi.org/10.1109/icassp49660.2025.10888012
bibtex: '@inproceedings{Rautenberg_Kuhlmann_Seebauer_Wiechmann_Wagner_Haeb-Umbach_2025,
title={Speech Synthesis along Perceptual Voice Quality Dimensions}, DOI={10.1109/icassp49660.2025.10888012},
booktitle={ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech
and Signal Processing (ICASSP)}, publisher={IEEE}, author={Rautenberg, Frederik
and Kuhlmann, Michael and Seebauer, Fritz and Wiechmann, Jana and Wagner, Petra
and Haeb-Umbach, Reinhold}, year={2025} }'
chicago: Rautenberg, Frederik, Michael Kuhlmann, Fritz Seebauer, Jana Wiechmann,
Petra Wagner, and Reinhold Haeb-Umbach. “Speech Synthesis along Perceptual Voice
Quality Dimensions.” In ICASSP 2025 - 2025 IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2025. https://doi.org/10.1109/icassp49660.2025.10888012.
ieee: 'F. Rautenberg, M. Kuhlmann, F. Seebauer, J. Wiechmann, P. Wagner, and R.
Haeb-Umbach, “Speech Synthesis along Perceptual Voice Quality Dimensions,” presented
at the IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP), Hyderabad, India , 2025, doi: 10.1109/icassp49660.2025.10888012.'
mla: Rautenberg, Frederik, et al. “Speech Synthesis along Perceptual Voice Quality
Dimensions.” ICASSP 2025 - 2025 IEEE International Conference on Acoustics,
Speech and Signal Processing (ICASSP), IEEE, 2025, doi:10.1109/icassp49660.2025.10888012.
short: 'F. Rautenberg, M. Kuhlmann, F. Seebauer, J. Wiechmann, P. Wagner, R. Haeb-Umbach,
in: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and
Signal Processing (ICASSP), IEEE, 2025.'
conference:
end_date: 2025-04-11
location: 'Hyderabad, India '
name: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
start_date: 2025-04-06
date_created: 2025-05-20T08:17:22Z
date_updated: 2025-05-26T11:09:56Z
department:
- _id: '54'
- _id: '660'
doi: 10.1109/icassp49660.2025.10888012
language:
- iso: eng
project:
- _id: '129'
grant_number: '438445824'
name: 'TRR 318 - C06: TRR 318 - Technisch unterstütztes Erklären von Stimmcharakteristika
(Teilprojekt C06)'
publication: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech
and Signal Processing (ICASSP)
publication_status: published
publisher: IEEE
status: public
title: Speech Synthesis along Perceptual Voice Quality Dimensions
type: conference
user_id: '72602'
year: '2025'
...
---
_id: '59755'
abstract:
- lang: eng
text: "Due to the application of Artificial Intelligence (AI) in high-risk domains
like law or medicine,\r\ntrustworthy AI and trust in AI are of increasing scientific
and public relevance. A typical conception,\r\nfor example in the context of medical
diagnosis, is that a knowledgeable user receives AIgenerated\r\nclassification
as advice. Research to improve such interactions often aims to foster the\r\nuser’s
trust, which in turn should improve the combined human-AI performance. Given that
AI\r\nmodels can err, we argue that the possibility to critically review, thus
to distrust, an AI decision is\r\nan equally interesting target of research.\r\nWe
created two image classification scenarios in which the participants received
mock-up\r\nAI advice. The quality of the advice decreases for a phase of the experiment.
We studied the\r\ntask performance, trust and distrust of the participants, and
tested whether an instruction to\r\nremain skeptical and review each piece of
advice led to a better performance compared to a\r\nneutral condition. Our results
indicate that this instruction does not improve but rather worsens\r\nthe participants’
performance. Repeated single-item self-report of trust and distrust shows an\r\nincrease
in trust and a decrease in distrust after the drop in the AI’s classification
quality, with no\r\ndifference between the two instructions. Furthermore, via
a Bayesian Signal Detection Theory\r\nanalysis, we provide a procedure to assess
appropriate reliance in detail, by quantifying whether\r\nthe problems of under-
and over-reliance have been mitigated. We discuss implications of our\r\nresults
for the usage of disclaimers before interacting with AI, as prominently used in
current\r\nLLM-based chatbots, and for trust and distrust research."
article_type: original
author:
- first_name: Tobias Martin
full_name: Peters, Tobias Martin
id: '92810'
last_name: Peters
orcid: 0009-0008-5193-6243
- first_name: Ingrid
full_name: Scharlau, Ingrid
id: '451'
last_name: Scharlau
orcid: 0000-0003-2364-9489
citation:
ama: 'Peters TM, Scharlau I. Interacting with fallible AI: Is distrust helpful when
receiving AI misclassifications? Frontiers in Psychology. 2025;16. doi:10.3389/fpsyg.2025.1574809'
apa: 'Peters, T. M., & Scharlau, I. (2025). Interacting with fallible AI: Is
distrust helpful when receiving AI misclassifications? Frontiers in Psychology,
16. https://doi.org/10.3389/fpsyg.2025.1574809'
bibtex: '@article{Peters_Scharlau_2025, title={Interacting with fallible AI: Is
distrust helpful when receiving AI misclassifications?}, volume={16}, DOI={10.3389/fpsyg.2025.1574809},
journal={Frontiers in Psychology}, author={Peters, Tobias Martin and Scharlau,
Ingrid}, year={2025} }'
chicago: 'Peters, Tobias Martin, and Ingrid Scharlau. “Interacting with Fallible
AI: Is Distrust Helpful When Receiving AI Misclassifications?” Frontiers in
Psychology 16 (2025). https://doi.org/10.3389/fpsyg.2025.1574809.'
ieee: 'T. M. Peters and I. Scharlau, “Interacting with fallible AI: Is distrust
helpful when receiving AI misclassifications?,” Frontiers in Psychology,
vol. 16, 2025, doi: 10.3389/fpsyg.2025.1574809.'
mla: 'Peters, Tobias Martin, and Ingrid Scharlau. “Interacting with Fallible AI:
Is Distrust Helpful When Receiving AI Misclassifications?” Frontiers in Psychology,
vol. 16, 2025, doi:10.3389/fpsyg.2025.1574809.'
short: T.M. Peters, I. Scharlau, Frontiers in Psychology 16 (2025).
date_created: 2025-05-02T09:22:39Z
date_updated: 2025-05-27T09:10:09Z
department:
- _id: '424'
- _id: '660'
doi: 10.3389/fpsyg.2025.1574809
intvolume: ' 16'
keyword:
- trust in AI
- trust
- distrust
- human-AI interaction
- Signal Detection Theory
- Bayesian parameter estimation
- image classification
language:
- iso: eng
project:
- _id: '124'
name: 'TRR 318 - C1: TRR 318 - Subproject C1 - Gesundes Misstrauen in Erklärungen'
publication: Frontiers in Psychology
publication_status: published
status: public
title: 'Interacting with fallible AI: Is distrust helpful when receiving AI misclassifications?'
type: journal_article
user_id: '92810'
volume: 16
year: '2025'
...
---
_id: '60935'
abstract:
- lang: eng
text: Research suggests that presenting an action via multimodal stimulation (verbal
and visual) enhances its perception. To highlight this, in most studies, assertive
instructions are generally presented before the occurrence of the visual subevent(s).
However, verbal instructions need not always be assertive; they can also include
negation to contrast the present event with a prior one, thereby facilitating
processing—a phenomenon known as contextual facilitation. In our study, we investigated
whether using negation to guide an action sequence facilitates action perception,
particularly when two consecutive subactions contrast with each other. Stimuli
from previous studies on action demonstration were used to create (non)contrastive
actions, that is, a ball following noncontrastive and identical (Over–Over or
Under–Under) versus contrastive and opposite paths (Over–Under or Under–Over)
before terminating at a goal location. In Experiment 1, either an assertive or
a negative instruction was provided as verbal guidance before onset of each path.
Analyzing data from 35 participants, we found that, whereas assertive instructions
facilitate overall action recall, negating the later path for contrastive actions
is equally facilitative. Given that action goal is the most salient aspect in
event memory due to goal-path bias in attention, a second experiment was conducted
to test the effect of multimodal synchrony on goal attention and action memory.
Experiment 2 revealed that when instructions overlap with actions, they become
more tailored—assertive instructions effectively guide noncontrastive actions,
while assertive–negative instruction particularly guides contrastive actions.
Both studies suggest that increased attention to the goal leads to coarser perception
of midevents, with action-instruction synchrony modulating goal bias in real-time
event apprehension to serve distinct purposes for action conceptualization. Whereas
presenting instructions before subactions attenuates goal attention, overlapping
instructions increase goal attention and reveal the selective roles of assertive
and negative instructions in guiding contrastive and noncontrastive actions.
article_number: e70096
article_type: original
author:
- first_name: Amit
full_name: Singh, Amit
id: '91018'
last_name: Singh
orcid: 0000-0002-7789-1521
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
id: '50352'
last_name: Rohlfing
orcid: 0000-0002-5676-8233
citation:
ama: 'Singh A, Rohlfing KJ. Contrastive Verbal Guidance: A Beneficial Context for
Attention To Events and Their Memory? Cognitive Science. 2025;49(8). doi:10.1111/cogs.70096'
apa: 'Singh, A., & Rohlfing, K. J. (2025). Contrastive Verbal Guidance: A Beneficial
Context for Attention To Events and Their Memory? Cognitive Science, 49(8),
Article e70096. https://doi.org/10.1111/cogs.70096'
bibtex: '@article{Singh_Rohlfing_2025, title={Contrastive Verbal Guidance: A Beneficial
Context for Attention To Events and Their Memory?}, volume={49}, DOI={10.1111/cogs.70096},
number={8e70096}, journal={Cognitive Science}, publisher={Wiley}, author={Singh,
Amit and Rohlfing, Katharina J.}, year={2025} }'
chicago: 'Singh, Amit, and Katharina J. Rohlfing. “Contrastive Verbal Guidance:
A Beneficial Context for Attention To Events and Their Memory?” Cognitive Science
49, no. 8 (2025). https://doi.org/10.1111/cogs.70096.'
ieee: 'A. Singh and K. J. Rohlfing, “Contrastive Verbal Guidance: A Beneficial Context
for Attention To Events and Their Memory?,” Cognitive Science, vol. 49,
no. 8, Art. no. e70096, 2025, doi: 10.1111/cogs.70096.'
mla: 'Singh, Amit, and Katharina J. Rohlfing. “Contrastive Verbal Guidance: A Beneficial
Context for Attention To Events and Their Memory?” Cognitive Science, vol.
49, no. 8, e70096, Wiley, 2025, doi:10.1111/cogs.70096.'
short: A. Singh, K.J. Rohlfing, Cognitive Science 49 (2025).
date_created: 2025-08-18T08:30:30Z
date_updated: 2025-08-18T08:31:04Z
department:
- _id: '749'
- _id: '660'
doi: 10.1111/cogs.70096
external_id:
pmid:
- '40810767'
intvolume: ' 49'
issue: '8'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://pubmed.ncbi.nlm.nih.gov/40810767/
oa: '1'
pmid: '1'
project:
- _id: '115'
name: 'TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog'
publication: Cognitive Science
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: 'Contrastive Verbal Guidance: A Beneficial Context for Attention To Events
and Their Memory?'
type: journal_article
user_id: '91018'
volume: 49
year: '2025'
...
---
_id: '61047'
author:
- first_name: Frederik
full_name: Rautenberg, Frederik
id: '72602'
last_name: Rautenberg
- first_name: Fritz
full_name: Seebauer, Fritz
last_name: Seebauer
- first_name: Jana
full_name: Wiechmann, Jana
last_name: Wiechmann
- first_name: Michael
full_name: Kuhlmann, Michael
id: '49871'
last_name: Kuhlmann
- first_name: Petra
full_name: Wagner, Petra
last_name: Wagner
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Rautenberg F, Seebauer F, Wiechmann J, Kuhlmann M, Wagner P, Haeb-Umbach R.
Synthesizing Speech with Selected Perceptual Voice Qualities – A Case Study with
Creaky Voice. In: Interspeech 2025. ISCA; 2025. doi:10.21437/Interspeech.2025-1443'
apa: Rautenberg, F., Seebauer, F., Wiechmann, J., Kuhlmann, M., Wagner, P., &
Haeb-Umbach, R. (2025). Synthesizing Speech with Selected Perceptual Voice Qualities
– A Case Study with Creaky Voice. Interspeech 2025. Interspeech, Rotterdam.
https://doi.org/10.21437/Interspeech.2025-1443
bibtex: '@inproceedings{Rautenberg_Seebauer_Wiechmann_Kuhlmann_Wagner_Haeb-Umbach_2025,
title={Synthesizing Speech with Selected Perceptual Voice Qualities – A Case Study
with Creaky Voice}, DOI={10.21437/Interspeech.2025-1443},
booktitle={Interspeech 2025}, publisher={ISCA}, author={Rautenberg, Frederik and
Seebauer, Fritz and Wiechmann, Jana and Kuhlmann, Michael and Wagner, Petra and
Haeb-Umbach, Reinhold}, year={2025} }'
chicago: Rautenberg, Frederik, Fritz Seebauer, Jana Wiechmann, Michael Kuhlmann,
Petra Wagner, and Reinhold Haeb-Umbach. “Synthesizing Speech with Selected Perceptual
Voice Qualities – A Case Study with Creaky Voice.” In Interspeech 2025.
ISCA, 2025. https://doi.org/10.21437/Interspeech.2025-1443.
ieee: 'F. Rautenberg, F. Seebauer, J. Wiechmann, M. Kuhlmann, P. Wagner, and R.
Haeb-Umbach, “Synthesizing Speech with Selected Perceptual Voice Qualities – A
Case Study with Creaky Voice,” presented at the Interspeech, Rotterdam, 2025,
doi: 10.21437/Interspeech.2025-1443.'
mla: Rautenberg, Frederik, et al. “Synthesizing Speech with Selected Perceptual
Voice Qualities – A Case Study with Creaky Voice.” Interspeech 2025, ISCA,
2025, doi:10.21437/Interspeech.2025-1443.
short: 'F. Rautenberg, F. Seebauer, J. Wiechmann, M. Kuhlmann, P. Wagner, R. Haeb-Umbach,
in: Interspeech 2025, ISCA, 2025.'
conference:
end_date: 2025-08-21
location: Rotterdam
name: Interspeech
start_date: 2025-08-17
date_created: 2025-08-28T08:39:01Z
date_updated: 2025-08-28T08:56:49Z
department:
- _id: '54'
- _id: '660'
doi: 10.21437/Interspeech.2025-1443
language:
- iso: eng
project:
- _id: '129'
name: 'TRR 318; TP C06: Technisch unterstütztes Erklären von Stimmcharakteristika'
publication: Interspeech 2025
publisher: ISCA
status: public
title: Synthesizing Speech with Selected Perceptual Voice Qualities – A Case Study
with Creaky Voice
type: conference
user_id: '72602'
year: '2025'
...
---
_id: '61154'
author:
- first_name: Olcay
full_name: Türk, Olcay
last_name: Türk
- first_name: Stefan Teodorov
full_name: Lazarov, Stefan Teodorov
id: '90345'
last_name: Lazarov
orcid: 0009-0009-0892-9483
- first_name: Hendrik
full_name: Buschmeier, Hendrik
id: '76456'
last_name: Buschmeier
orcid: 0000-0002-9613-5713
- first_name: Petra
full_name: Wagner, Petra
id: '74505'
last_name: Wagner
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
citation:
ama: 'Türk O, Lazarov ST, Buschmeier H, Wagner P, Grimminger A. Acoustic detection
of false positive backchannels of understanding in explanations. In: LingCologne
2025 – Book of Abstracts. ; 2025:36.'
apa: Türk, O., Lazarov, S. T., Buschmeier, H., Wagner, P., & Grimminger, A.
(2025). Acoustic detection of false positive backchannels of understanding in
explanations. LingCologne 2025 – Book of Abstracts, 36.
bibtex: '@inproceedings{Türk_Lazarov_Buschmeier_Wagner_Grimminger_2025, title={Acoustic
detection of false positive backchannels of understanding in explanations}, booktitle={LingCologne
2025 – Book of Abstracts}, author={Türk, Olcay and Lazarov, Stefan Teodorov and
Buschmeier, Hendrik and Wagner, Petra and Grimminger, Angela}, year={2025}, pages={36}
}'
chicago: Türk, Olcay, Stefan Teodorov Lazarov, Hendrik Buschmeier, Petra Wagner,
and Angela Grimminger. “Acoustic Detection of False Positive Backchannels of Understanding
in Explanations.” In LingCologne 2025 – Book of Abstracts, 36, 2025.
ieee: O. Türk, S. T. Lazarov, H. Buschmeier, P. Wagner, and A. Grimminger, “Acoustic
detection of false positive backchannels of understanding in explanations,” in
LingCologne 2025 – Book of Abstracts, Cologne, Germany, 2025, p. 36.
mla: Türk, Olcay, et al. “Acoustic Detection of False Positive Backchannels of Understanding
in Explanations.” LingCologne 2025 – Book of Abstracts, 2025, p. 36.
short: 'O. Türk, S.T. Lazarov, H. Buschmeier, P. Wagner, A. Grimminger, in: LingCologne
2025 – Book of Abstracts, 2025, p. 36.'
conference:
end_date: 2025-05-23
location: Cologne, Germany
name: LingCologne 2025 International Conference on Feedback in Interaction
start_date: 2025-05-21
date_created: 2025-09-08T14:21:30Z
date_updated: 2025-09-11T06:58:18Z
department:
- _id: '660'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://pub.uni-bielefeld.de/download/3003514/3003515/Turk-etal-2025-lingcologne.pdf
oa: '1'
page: '36'
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
publication: LingCologne 2025 – Book of Abstracts
publication_status: published
quality_controlled: '1'
status: public
title: Acoustic detection of false positive backchannels of understanding in explanations
type: conference_abstract
user_id: '76456'
year: '2025'
...