The roles of neural networks in language acquisition

E Portelance, M Jasbi - Language and Linguistics Compass, 2024 - Wiley Online Library
How can modern neural networks like language models be useful to the field of language
acquisition, and more broadly cognitive science, if they are not a priori designed to be …

Automatic Detection of Gaze and Smile in Children's Video Calls

DE Goumri, T Janssoone, L Becerra-Bonache… - … Publication of the 25th …, 2023 - dl.acm.org
With the increasing use of video chats by children, the need for tools that facilitate the
scientific study of their communicative behavior becomes more pressing. This paper …

Development of multimodal turn coordination in conversations: Evidence for adult-like behavior in middle childhood

A Agrawal, J Liu, K Bodur, B Favre… - Proceedings of the …, 2023 - escholarship.org
The question of how children develop multimodal coordination skills to engage in
meaningful face-to-face conversations is crucial for our broader understanding of children's …

Chica: A developmental corpus of child-caregiver's face-to-face vs. video call conversations in middle childhood

DE Goumri, A Agrawal, M Nikolaus… - Proceedings of the …, 2024 - aclanthology.org
Existing studies of naturally occurring language-in-interaction have largely focused on the
two ends of the developmental spectrum, ie, early childhood and adulthood, leaving a gap in …

Unveiling Subtle Cues: Backchannel Detection Using Temporal Multimodal Attention Networks

K Wang, MKM Cheung, Y Zhang, C Yang… - Proceedings of the 31st …, 2023 - dl.acm.org
Automatic detection of backchannel has great potential to enhance artificial mediators,
which indicate listeners' attention and agreement in human communication. It is often …

[HTML][HTML] A multimodal model for predicting feedback position and type during conversation

A Boudin, R Bertrand, S Rauzy, M Ochs… - Speech Communication, 2024 - Elsevier
This study investigates conversational feedback, that is, a listener's reaction in response to a
speaker, a phenomenon which occurs in all natural interactions. Feedback depends on the …

Child-Caregiver Gaze Dynamics in Naturalistic Face-to-Face Conversations

DE Goumri, L Becerra-Bonache… - Proceedings of the …, 2024 - escholarship.org
This study examines the development of children's gaze during face-to-face conversations,
following up on previous work suggesting a protracted development in attending to the …

Understanding Children's Multimodal Conversational Development: Challenges and Opportunities

A Fourtassi - 2023 - osf.io
Children's ability to master skills for coordinated conversations is crucial for their healthy
social and cognitive development. However, existing work has only partly addressed this …

Tman: a Temporal Multimodal Attention Network for Backchannel Detection

K Wang, X Zhai, MK Cheung, EY Fu, PQ Chen… - Eugene Yujun and … - papers.ssrn.com
Backchannel responses play an essential role in human communication, which are often
expressed by listeners to show their attention and engagement to speakers without …

[PDF][PDF] How AI is Transforming the study of Language Development

A Fourtassi - osf.io
This habilitation explores the impact of recent advancements in AI, and more specifically,
Natural Language Processing (NLP) on the study of child language development …