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Publications

Indexed Journals

  • Hermenegildo Fabregat, Andrés Duque Fernández, Juan Martinez-Romo, Lourdes Araujo Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction Journal of Biomedical Informatics, Vol. 138. February 2023.

  • Alejandro Sánchez-de-Castro-Fernández, Juan Martinez-Romo, Lourdes Araujo RoBERTime: A novel model for the detection of temporal expressions in Spanish Procesamiento de Lenguaje Natural. 2023. Accepted.

  • Hermenegildo Fabregat, Andrés Duque, Juan Martínez-Romo, Lourdes Araujo: Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction. J. Biomed. Informatics 138: 104279 (2023).

  • Alejandro Sánchez-de-Castro-Fernández, Lourdes Araujo, Juan Martínez-Romo: RoBERTime: A novel model for the detection of temporal expressions in Spanish. Proces. del Leng. Natural 70: 39-51 (2023)

  • Villaplana, A.; Martínez, R.; Montalvo, S. Improving Medical Entity Recognition in Spanish by Means of Biomedical Language Models. Electronics 2023, 12, 4872. Special Issue Natural Language Processing and Information Retrieval, 2nd Edition https://doi.org/10.3390/electronics12234872

  • Araujo, Lourdes, Juan Martinez-Romo, Otilia Bisbal, and Ricardo Sanchez-de-Madariaga. Discovering HIV related information by means of association rules and machine learning. Scientific reports 12, no. 1 (2022): 1-12.

  • Ander Cejudo, Arantza Casillas, Alicia Pérez, Maite Oronoz, Daniel Cobos (2023) Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic? Artificial Intelligence In Medicine (ISSN: 0933-3657). DOI: https://doi.org/10.1016/j.artmed.2023.102622


Conferences and Workshops

  • Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo: A Re-labeling Approach Based on Approximate Nearest Neighbors for Identifying Gambling Disorders in Social Media. CLEF 2023: 174-185.

  • Juan R. Martinez-Rico, Lourdes Araujo, Juan Martínez-Romo: NLPIR-UNED at CheckThat!-2023: Ensemble of Classifiers for Check-Worthiness Estimation. CLEF (Working Notes) 2023: 372-382.

  • Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo: NLP-UNED-2 at eRisk 2023: Detecting Pathological Gambling in Social Media through Dataset Relabeling and Neural Networks. CLEF (Working Notes) 2023: 672-683.

  • Juan Martínez-Romo, Lourdes Araujo, Xabier Larrayoz, Maite Oronoz, Alicia Pérez: OBSER-MENH at eRisk 2023: Deep Learning-Based Approaches for Symptom Detection in Depression and Early Identification of Pathological Gambling Indicators. CLEF (Working Notes) 2023: 706-717.

  • Xabier Larrayoz, Nuria Lebeña, Arantza Casillas, Alicia Pérez (2023) Representation exploration and Deep learning applied to the early detection of pathological gambling risks Accepted. Experimental IR Meets Multilinguality, Multimodality, and Interaction: 14th International Conference of the CLEF Association, CLEF 2023, Springer International Publishing, Thessaloniki, Greece.

  • Andrés Duque, Lourdes Araujo, Juan Martínez-Romo, Hermenegildo Fabregat: LSI_UNED at ClinAIS 2023: Transformer Models for Section Identification in Spanish Medical Reports. IberLEF@SEPLN 2023.

  • Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo: NLP-UNED at MentalRiskES 2023: Approximate Nearest Neighbors for Identifying Health Disorders. IberLEF@SEPLN 2023.

  • Alicia Pérez, Maite Oronoz, Juan Martínez-Romo, Lourdes Araujo: OBSER-MENH: Digital OBSERvatory of MENtal Health in Social Networks for Healthcare Institutions Based on Language Technologies. SEPLN (Projects and Demonstrations) 2023: 1-4

  • Xabier Larrayoz, Nuria Lebeña, Arantza Casillas, Alicia Pérez (2023) Eating Disorders Detection by means of Deep Learning Accepted. MentalRiskES at IberLEF, within SEPLN 2023: Early Detection of Mental Disorders Risk in Spanish. Hermenegildo Fabregat, Andres Duque, Lourdes Araujo and Juan Martinez-Romo. NLP-UNED at MentalRiskES 2023: Approximate Nearest Neighbors for Identifying Health Disorders. MentalRiskES at IberLEF, within SEPLN 2023: Early Detection of Mental Disorders Risk in Spanish

  • Sara Gracia, Maite Oronoz, Alicia Pérez (2023) Ideiagintza suizidaren identifikazioa sare sozialetan IKERGAZTE NAZIOARTEKO IKERKETA EUSKARAZ. UEU. ISBN: 978-84-8438-865-4 DOI: https://dx.doi.org/10.26876/ikergazte.2023.03 Download: https://www.buruxkak.eus/download/liburua/2583/-1


Degree, Master and PhD Theses

PROYECTOS DE TRANSICIÓN ECOLÓGICA Y TRANSICIÓN DIGITAL 2021 - TED2021-130398B-C21 and TED2021-130398B-C22