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cNLP4QoL 2026 : 1st Workshop on Clinical Natural Language Processing for Quality of Life (cNLP4QoL)

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Link: https://cnlp4qol.github.io/ICHI-cnlp4qol-2026/
 
When Jun 1, 2026 - Jun 1, 2026
Where Minneapolis, US
Submission Deadline Mar 15, 2026
Notification Due Mar 21, 2026
Final Version Due Mar 28, 2026
Categories    natural language processing   quality of life   health informatics
 

Call For Papers

1. Workshop Overview:
Quality of Life (WHOQOL) is a multi-dimensional, whole-person construct encompassing physical health, psychological state, level of independence, social relationships, environment, and spirituality, operationalized through 24 facets including pain & discomfort, energy & fatigue, sleep & rest, mobility, activities of daily living, dependence on medication/treatment, work capacity, positive feelings, thinking/learning/memory/concentration, self-esteem, bodily image & appearance, negative feelings, personal relationships, social support, sexual activity, physical safety & security, home environment, financial resources, health & social care accessibility/quality, opportunities for acquiring information/skills, participation in recreation/leisure, physical environment (pollution/noise/traffic/climate), transport, and spirituality/religion/personal beliefs. Many of the most meaningful QoL indicators are primarily documented in unstructured clinical narratives and patient-generated text.
This workshop adopts a whole-person perspective and aims to bring together researchers, clinicians, and practitioners to advance robust, explainable, and clinically actionable NLP methods for extracting, modeling, and integrating QoL signals into real-world healthcare workflows.

2. Topics of Interest (include but are not limited to):
- NLP methods for extracting, interpreting, and predicting QoL indicators
- Functional, psychosocial, and behavioral health modeling from text
- Explainability, trustworthiness, and reasoning in clinical language models
- Annotation frameworks and evaluation metrics for subjective QoL constructs
- Patient portals, clinical messages, conversations, and longitudinal narratives
- Synthetic data generation, ontologies, knowledge graphs, and benchmarks for QoL
- Clinical deployment and workflow integration of QoL-focused NLP systems
- Applications: EHRs including clinical notes, social media data, patient narratives

3. Submission Types (original, unpublished work):
- Regular papers (8–10 pages): mature work with substantial evaluation
- Short papers (4–6 pages): innovative ideas with preliminary results
- Position papers (4–6 pages): emerging directions or critical perspectives
- Abstracts (2 pages): vision papers or work in progress
All submissions will undergo single-blind peer review. Accepted papers will be presented at the workshop and published in the IEEE ICHI 2026 Proceedings, archived in IEEE Xplore (camera-ready submission required).

4. Important Dates:
- Workshop paper submission deadline: March 15, 2026
- Notification of acceptance: March 21, 2026
- Camera-ready papers due: March 28, 2026
- Workshop date: June 1, 2026

5. Submission Link:
https://easychair.org/my2/conference?conf=ieeeichi2026 followed by cNLP4QoL track.
Website Link:
https://cnlp4qol.github.io/ICHI-cnlp4qol-2026/

Contact:
cnlp4qol@gmail.com

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