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# 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 2026 — papers

The works of 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 published in 2026 that our library holds (publisher: European Language Resources Association (ELRA)): 7 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**12** works that year](#all) · [**7** works in our library](https://md.research.elamur.ai/free/en/venues/rapid/2026/#works) · [**0** citations of these works](https://md.research.elamur.ai/free/en/venues/rapid/2026/#works)

## All works of the year (12)

The most cited first; 7 with our summary link to their page here, the others to the original.

1. **[ALBA: An Automated Framework for Benchmarking Clinical Language Biomarkers against Standardized Corpora](https://md.research.elamur.ai/free/en/papers/themistocleous-2026-alba-automated-framework-benchmarking-clinical/)**Charalambos Themistocleous, Brielle C. Stark*our summary*
2. **[Automatic Detection of Direct and Self-Repetitions in Naturalistic Speech Recordings of French- and Dutch-Speaking Autistic Children ↗](https://aclanthology.org/2026.rapid-1.12/)**Federica Beccaria, Marie Kolenberg, Pierre Labendzki et al.
3. **[Benchmarking NLP-supported Language Sample Analysis for Swiss Children's Speech](https://md.research.elamur.ai/free/en/papers/ryser-2026-benchmarking-nlp-supported-language-sample/)**Anja Ryser, Yingqiang Gao, Sarah Ebling*our summary*
4. **[CNSocialDepress: A Chinese Social Media Dataset for Depression Risk Detection and Structured Analysis ↗](https://aclanthology.org/2026.rapid-1.8/)**Jinyuan Xu, Tian Lan, Xintao Yu et al.
5. **[Depression Detection in Modern Greek](https://md.research.elamur.ai/free/en/papers/stamou-2026-depression-detection-modern-greek/)**Vivian Stamou, George Mikros, George Markopoulos et al.*our summary*
6. **[Developing Annotation Guidelines for CSAM Prevention Interventions: Psychosocial Risk and Protective Factors Grounded in Research and Clinical Practice ↗](https://aclanthology.org/2026.rapid-1.11/)**Vera Czehmann, Christine Hovhannisyan, Lena Elisabeth Hoffmann et al.
7. **[Disfluencies and ASR Performance on Swedish Spontaneous Speech from the `Trip to Stockholm' Discourse Narrative Task ↗](https://aclanthology.org/2026.rapid-1.3/)**Dimitrios Kokkinakis, Herbert Lange, Ricardo Muñoz Sánchez
8. **[Multilingual Cognitive Impairment Detection in the Era of Foundation Models ↗](https://aclanthology.org/2026.rapid-1.1/)**Damar Hoogland, Boshko Koloski, Jaya Caporusso et al.
9. **[On Automatic Detection of Cognitive Decline](https://md.research.elamur.ai/free/en/papers/tamburini-2026-automatic-detection-cognitive-decline/)**Fabio Tamburini*our summary*
10. **[Profiling Psychopathic Behavior Using Machine Learning](https://md.research.elamur.ai/free/en/papers/treistman-2026-profiling-psychopathic-behavior-machine-learning/)**Avi Treistman, Tehilla David, Sivan Levi et al.*our summary*
11. **[Resource-Efficient LLMs for Depression Symptoms Screening: Performance and Limitations in Zero Shot Setting](https://md.research.elamur.ai/free/en/papers/rizwan-2026-resource-efficient-llms-depression-symptoms/)**Muhammad Rizwan, Jure Demšar*our summary*
12. **[The Icelandic Language Biobank: Data Collection through a Clinical Analysis Platform](https://md.research.elamur.ai/free/en/papers/nowenstein-2026-icelandic-language-biobank-data-collection/)**Iris Nowenstein, Naizeth Núñez Macías, Gunnar Thor Örnólfsson et al.*our summary*

## Works with our summary in our library (7)

The most cited first (OpenAlex citations plus our library's).

1. **[The Icelandic Language Biobank: Data Collection through a Clinical Analysis Platform](https://md.research.elamur.ai/free/en/papers/nowenstein-2026-icelandic-language-biobank-data-collection/) [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](https://md.research.elamur.ai/free/en/venues/rapid/)**Iris Nowenstein, Naizeth Núñez Macías, Gunnar Thor Örnólfsson, et al.*2026*
2. **[Resource-Efficient LLMs for Depression Symptoms Screening: Performance and Limitations in Zero Shot Setting](https://md.research.elamur.ai/free/en/papers/rizwan-2026-resource-efficient-llms-depression-symptoms/) [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](https://md.research.elamur.ai/free/en/venues/rapid/)**Muhammad Rizwan, Jure Demšar*2026*
3. **[Benchmarking NLP-supported Language Sample Analysis for Swiss Children's Speech](https://md.research.elamur.ai/free/en/papers/ryser-2026-benchmarking-nlp-supported-language-sample/) [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](https://md.research.elamur.ai/free/en/venues/rapid/)**Anja Ryser, Yingqiang Gao, Sarah Ebling*2026*
4. **[Depression Detection in Modern Greek](https://md.research.elamur.ai/free/en/papers/stamou-2026-depression-detection-modern-greek/) [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](https://md.research.elamur.ai/free/en/venues/rapid/)**Vivian Stamou, George Mikros, George Markopoulos, et al.*2026*
5. **[On Automatic Detection of Cognitive Decline](https://md.research.elamur.ai/free/en/papers/tamburini-2026-automatic-detection-cognitive-decline/) [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](https://md.research.elamur.ai/free/en/venues/rapid/)**Fabio Tamburini*2026*
6. **[ALBA: An Automated Framework for Benchmarking Clinical Language Biomarkers against Standardized Corpora](https://md.research.elamur.ai/free/en/papers/themistocleous-2026-alba-automated-framework-benchmarking-clinical/) [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](https://md.research.elamur.ai/free/en/venues/rapid/)**Charalambos Themistocleous, Brielle C. Stark*2026*
7. **[Profiling Psychopathic Behavior Using Machine Learning](https://md.research.elamur.ai/free/en/papers/treistman-2026-profiling-psychopathic-behavior-machine-learning/) [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](https://md.research.elamur.ai/free/en/venues/rapid/)**Avi Treistman, Tehilla David, Sivan Levi, et al.*2026*

## Top topics

Topics of its works in our library, with the number of works on each.

[Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/)

## Fields

[Psychology (6)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Arts and Humanities (5)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (5)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Medicine (4)](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Neuroscience (2)](https://md.research.elamur.ai/free/en/shelves/neuroscience/) · [Health Professions (1)](https://md.research.elamur.ai/free/en/shelves/health-professions/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Fabio Tamburini**1 work here](https://md.research.elamur.ai/free/en/authors/fabio-tamburini/) · [🧑‍🔬**George Mikros**1 work here](https://md.research.elamur.ai/free/en/authors/george-mikros/) · [🧑‍🔬**Hinrik Hafsteinsson**1 work here](https://md.research.elamur.ai/free/en/authors/hinrik-hafsteinsson/) · [🧑‍🔬**Sarah Ebling**1 work here](https://md.research.elamur.ai/free/en/authors/sarah-ebling/) · [🧑‍🔬**Stefán Ólafsson**1 work here](https://md.research.elamur.ai/free/en/authors/stefan-olafsson/) · [🧑‍🔬**Vivian Stamou**1 work here](https://md.research.elamur.ai/free/en/authors/vivian-stamou/) · [🧑‍🔬**Yingqiang Gao**1 work here](https://md.research.elamur.ai/free/en/authors/yingqiang-gao/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Reykjavík University** Reykjavik · Iceland 1 work here](https://md.research.elamur.ai/free/en/universities/reykjavik-university/) · [🎓**University of Ljubljana** Ljubljana · Slovenia 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-ljubljana/) · [🎓**University of Iceland** Reykjavik · Iceland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-iceland/) · [🎓**University of Oslo** Oslo · Norway 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-oslo/) · [🎓**Jerusalem College of Technology** Jerusalem · Israel 1 work here](https://md.research.elamur.ai/free/en/universities/jerusalem-college-of-technology/) · [🎓**National and Kapodistrian University of Athens** Athens · Greece 1 work here](https://md.research.elamur.ai/free/en/universities/national-and-kapodistrian-university-of-athens/) · [🎓**University of Zurich** Zurich · Switzerland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-zurich/) · [🎓**Indiana University Bloomington** Bloomington · United States 1 work here](https://md.research.elamur.ai/free/en/universities/indiana-university-bloomington/) · [🎓**Hamad bin Khalifa University** Doha · Qatar 1 work here](https://md.research.elamur.ai/free/en/universities/hamad-bin-khalifa-university/) · [🎓**Indiana University** Bloomington · United States 1 work here](https://md.research.elamur.ai/free/en/universities/indiana-university/) · [🎓**University of Bologna** Bologna · Italy 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-bologna/)

works and citations from OpenAlex and our library.

- [↑ back to 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](https://md.research.elamur.ai/free/en/venues/rapid/)