Keywords:
- Automatic Depression Detection
- Bag OF Words
- BERT
- bias
- bias aware
- Clinical Interviews
- Depression Corpora
- depression detection
- digital mental health
- explainability
- Graph Convolutional Network (GCN)
- Graph Convolutional Networks
- Graph Neural Networks
- Interpretability
- Interpretable Models
- Mexican Tourist Text
- Natural language processing
- Recommendation System
- Sentiment Analysis
- Text Information Organization Schemes
- topic modelling
Publications of Fernando Sánchez-Vega sorted by journal and type
Text, Speech, and Dialogue. TSD 2026. Lecture Notes in Computer Science (2026)
| Modelling Thematic Structure in Clinical Dialogues for Interpretable Depression Detection, , , , , , and , in: Text, Speech, and Dialogue. TSD 2026. Lecture Notes in Computer Science, 2026 |
[DOI] [URL] |
LREC 2026 (2026)
| When Consistency Becomes Bias: Interviewer Effects in Semi-Structured Clinical Interviews, , , , , , and , in: LREC 2026, Palma de Mallorca, Spain, ELRA Language Resource Association, 2026 |
[DOI] [URL] |
Proceedings of the 6th Clinical Natural Language Processing Workshop (2024)
| DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews, , , , , and , in: Proceedings of the 6th Clinical Natural Language Processing Workshop, Mexico City, Mexico, pages 82–90, Association for Computational Linguistics, 2024 |
[DOI] [URL] |
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) (2022)
| The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022, , , , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), 2022 |
[URL] |