Detecting Emotional Signals of Relationship Well-Being Using AI: A Cross-Sectional Comparison of Transformer-Based and Lexicon-Based Models for Couples Therapy Research

Alejandro Saavedra-Roa, Claudia Pineda-Marin, Pablo Vallejo-Medina, Adrián Montesano

Open source

DOI
10.2196/94097
Published
2026-11-09
Container
JMIR AI
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/94097,
  title = {Detecting Emotional Signals of Relationship Well-Being Using AI: A Cross-Sectional Comparison of Transformer-Based and Lexicon-Based Models for Couples Therapy Research},
  author = {Alejandro Saavedra-Roa and Claudia Pineda-Marin and Pablo Vallejo-Medina and Adrián Montesano},
  year = {2026},
  journal = {JMIR AI},
  doi = {10.2196/94097},
  url = {https://doi.org/10.2196/94097}
}

RIS

TY  - JOUR
TI  - Detecting Emotional Signals of Relationship Well-Being Using AI: A Cross-Sectional Comparison of Transformer-Based and Lexicon-Based Models for Couples Therapy Research
AU  - Alejandro Saavedra-Roa
AU  - Claudia Pineda-Marin
AU  - Pablo Vallejo-Medina
AU  - Adrián Montesano
PY  - 2026
JO  - JMIR AI
DO  - 10.2196/94097
UR  - https://doi.org/10.2196/94097
ER  - 

APA

Saavedra-Roa, A., Pineda-Marin, C., Vallejo-Medina, P., & Montesano, A. (2026). Detecting Emotional Signals of Relationship Well-Being Using AI: A Cross-Sectional Comparison of Transformer-Based and Lexicon-Based Models for Couples Therapy Research. JMIR AI. https://doi.org/10.2196/94097

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