Proceedings of the Sixth Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments in cooperation with the MENTAL.ai consortium
LREC 2026 Workshop
Multilingual Cognitive Impairment Detection in the Era of Foundation Models
Damar Hoogland, Boshko Koloski, Jaya Caporusso, Tine Kolenik, Senja Pollak, Christina Manouilidou, Matthew Purver
The Icelandic Language Biobank: Data Collection through a Clinical Analysis Platform
Iris Nowenstein, Naizeth Núñez Macías, Gunnar Thor Örnólfsson, Stefán Ólafsson, Bryndís Bergþórsdóttir, Iðunn Kristínardóttir, Hinrik Hafsteinsson
Disfluencies and ASR Performance on Swedish Spontaneous Speech from the ‘Trip to Stockholm’ Discourse Narrative Task
Dimitrios Kokkinakis, Herbert Lange, Ricardo Muñoz Sánchez
ALBA: An Automated Framework for Benchmarking Clinical Language Biomarkers against Standardized Corpora
Charalambos Themistocleous, Brielle C. Stark
On Automatic Detection of Cognitive Decline
Fabio Tamburini
Benchmarking NLP-supported Language Sample Analysis for Swiss Children’s Speech
Anja Ryser, Yingqiang Gao, Sarah Ebling
Resource-Efficient LLMs for Depression Symptoms Screening: Performance and Limitations in Zero Shot Setting
Muhammad Rizwan, Jure Demšar
CNSocialDepress: A Chinese Social Media Dataset for Depression Risk Detection and Structured Analysis
Jinyuan Xu, Tian Lan, Xintao Yu, Xue He, Hezhi Zhang, Ying Wang, Mathieu Valette, Pierre Magistry, Lei Li
Depression Detection in Modern Greek
Vivian Stamou, George Mikros, George Markopoulos, Spyridoula Varlokosta
Profiling Psychopathic Behavior Using Machine Learning
Avi Treistman, Tehilla David, Sivan Levi, Dror Mughaz
Developing Annotation Guidelines for CSAM Prevention Interventions: Psychosocial Risk and Protective Factors Grounded in Research and Clinical Practice
Vera Czehmann, Christine Hovhannisyan, Lena Elisabeth Hoffmann, Paula Busch, Ibrahim Baroud, Sebastian Möller, Roland Roller, Hannes Gieseler, Lisa Raithel
Automatic Detection of Direct and Self-Repetitions in Naturalistic Speech Recordings of French- and Dutch-Speaking Autistic Children
Federica Beccaria, Marie Kolenberg, Pierre Labendzki, Inge Zink, Mikhail Kissine
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