Publicaciones

  • Chizhikova, M., López-Úbeda, P., Collado-Montañez, J., Martín-Noguerol, T., Díaz-Galiano, M. C., Luna, A., … & Martín-Valdivia, M. T. (2023). CARES: A Corpus for classification of Spanish Radiological reports. Computers in Biology and Medicine, 154, 106581.
    https://doi.org/10.1016/j.compbiomed.2023.106581

  • Mármol-Romero, A. M., Jiménez-Zafra, S. M., Plaza-del-Arco, F. M., Molina-González, M. D., Martín-Valdivia, M. T., & Montejo-Ráez, A. (2022). SINAI at eRisk@ CLEF 2022: Approaching Early Detection of Gambling and Eating Disorders with Natural Language Processing.
    https://ceur-ws.org/Vol-3180/paper-76.pdf

  • Montejo-Ráez, A., Martín-Valdivia, M. T., Ureña-López, L. A. Díaz-Galiano, M. C., García-Cumbreras, M. Á., García-Vega, M. … & Díez-Bedmar, M. B. (2022). Big Hug: Artificial intelligence for the protection of digital societies. In SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations (pp. 18-21). CEUR Workshop Proceedings.
    https://ceur-ws.org/Vol-3224/paper05.pdf

  • Montejo-Ráez, A., Martín-Valdivia, M. A., Ureña-López, L. A., Díaz-Galiano, M. C., García-Cumbreras, M. A., García-Vega, M., Martínez-Santiago, F., Plaza-del-Arco, F. M., Jiménez-Plaza, S. M., Molina-González, M. D., García-López, L. J. & Díez-Bedmar, M. B. (2022). Big Hug: Artificial intelligence for the protection of digital societies. (SEPLN-PD). http://ceur-ws.org/Vol-3224/paper05.pdf
  • Montejo-Ráez, A., & Jiménez-Zafra, S. M. (2022). Current Approaches and Applications in Natural Language Processing. Applied Sciences, 12(10), 4859. https://doi.org/10.3390/app12104859
  • Gamal, D., Alfonse, M., Jiménez-Zafra, S. M., & Aref, M. (2022, May). Survey of Arabic Machine Translation, Methodologies, Progress, and Challenges. In 2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) (pp. 378-383). IEEE. https://doi.org/10.1109/MIUCC55081.2022.9781776
  • García-Baena, D., García-Cumbreras, M. A., & Jiménez-Zafra, S. M. (2022). SINAI at EXISTS 2022: Exploring Data Augmentation and Machine Translation for Sexism Identification. In Proceedings of the Iberian Languages Evaluation Forum (Iber-LEF 2022), CEUR Workshop Proceedings. CEUR-WS. org. http://ceur-ws.org/Vol-3202/exist-paper11.pdf
  • García-Díaz, J. A., Jiménez-Zafra, S. M., Colomo-Palacios, R., & Valencia-García, R. (2022). UMUTeam at EXIST 2022: Knowledge Integration and Ensemble Learning for Multilingual Sexism Identification and Categorization using Linguistic Features and Transformers. In Proceedings of the Iberian Languages Evaluation Forum (Iber-LEF 2022), CEUR Workshop Proceedings. CEUR-WS. org. http://ceur-ws.org/Vol-3202/exist-paper14.pdf
  • García-Díaz, J. A., Jiménez-Zafra, S. M., & Valencia-García, R. (2022). UMUTeam at IberLEF-2022 DETESTS task: Feature Engineering for the Identification and Categorization of Racial Stereotypes in Spanish. http://ceur-ws.org/Vol-3202/detests-paper1.pdf
  • García-Díaz, J. A., Jiménez-Zafra, S. M., Rodríguez-García, M. Á., & Valencia-García, R. (2022). UMUTeam at DA-VINCIS 2022: Aggressive and Violent Classification using Knowledge Integration and Ensemble Learning. http://ceur-ws.org/Vol-3202/davincis-paper8.pdf
  • Mármol-Romero, A. M., Jiménez-Zafra, S. M., Plaza-del-Arco, F. M., Molina-González, M. D., Martín-Valdivia, M. T., & Montejo-Ráez, A. (2022). SINAI at eRisk@CLEF 2022: Approaching Early Detection of Gambling and Eating Disorders with Natural Language Processing. In Proceedings of the Working Notes of CLEF 2021 – Conference and Labs of the Evaluation Forum, CEUR Workshop Proceedings. CEUR-WS. org. http://ceur-ws.org/Vol-3180/paper-76.pdf
  • García-Díaz, J. A., Jiménez-Zafra, S. M., García-Cumbreras, M. A., & Valencia-García, R. (2022). Evaluating feature combination strategies for hate-speech detection in spanish using linguistic features and transformers. Complex & Intelligent Systems, 1-22. https://doi.org/10.1007/s40747-022-00693-x
  • Chakravarthi, B. R., Muralidaran, V., Priyadharshini, R., Cn, S., McCrae, J. P., García, M. Á., Jiménez-Zafra, S. M., … & García-Díaz, J. (2022, May). Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion. In Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion (pp. 378-388). http://dx.doi.org/10.18653/v1/2022.ltedi-1.58
  • Román-San-Miguel, A., Olivares-García, F. J., & Jiménez-Zafra, S. M. (2022). El discurso de odio en Twitter durante la crisis migratoria de Ceuta en mayo de 2021. Revista ICONO 14. Revista científica de Comunicación y Tecnologías emergentes, 20(2). https://doi.org/10.7195/ri14.v20i2.1858
  • Plaza-del-Arco, F. M., Collado-Montañez, J., Ureña, L. A., & Martín-Valdivia, M. T. (2022, May). Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models. In Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (pp. 239-244). 10.18653/v1/2022.wassa-1.23 or https://aclanthology.org/2022.wassa-1.23
  • Plaza-del-Arco, F.M., Parras-Portillo, A. B., López-Úbeda, P., Gil, B. B., & Martín-Valdivia, M. T. SHARE: A lexicon of Harmful Expressions by Spanish Speakers.
  • García-Díaz, J.A., Jiménez-Zafra, S.M., García-Cumbreras, M.A., Valencia-García, R. Evaluating feature combination strategies for hate-speech detection in Spanish using linguistic features and transformers. Complex Intell. Syst. (2022). https://doi.org/10.1007/s40747-022-00693-x
  • Montejo Ráez, Arturo and Molina-González, M. Dolores and Jiménez Zafra, Salud María and García Cumbreras, Miguel Ángel and García López, Luis Joaquín, An Overview on Automatic Detection of Mental Disorders and Risky Behaviours in Social Media. AIIM-D-22-00647 (2022), Available at SSRN: https://ssrn.com/abstract=4102485 or http://dx.doi.org/10.2139/ssrn.4102485
    (Preprint)