Publications (84) JUAN MARTINEZ ROMO publications View referenced research data.

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2025

  1. Automated Formative Feedback for Algorithm and Data Structure Self-Assessment

    Electronics (Switzerland), Vol. 14, Núm. 5

  2. Generative AI for Education: A Retrieval-Augmented System for Effective Feedback in Self-Assessment

    IEEE Global Engineering Education Conference, EDUCON

  3. Guardian-BERT: Early detection of self-injury and suicidal signs with language technologies in electronic health reports

    Computers in Biology and Medicine, Vol. 186

  4. Unifying Named Entity Recognition and Extreme Multi-Label Classification for Explainable Clinical Coding

    Procesamiento del lenguaje natural, Núm. 75, pp. 41-52

2024

  1. Building a framework for fake news detection in the health domain

    PLoS ONE, Vol. 19, Núm. 7 July

  2. Generation of social network user profiles and their relationship with suicidal behaviour

    Procesamiento del lenguaje natural, Núm. 72, pp. 87-98

  3. Generative LLMs for Multilingual Temporal Expression Normalization

    Frontiers in Artificial Intelligence and Applications

  4. NLP-UNED at eRisk 2024: Approximate Nearest Neighbors with Encoding Refinement for Early Detecting Signs of Anorexia

    CEUR Workshop Proceedings

  5. Personalized Self-Assessment Tool Using a Telegram Bot: A Case Study on Data Structures and Algorithms

    IEEE Global Engineering Education Conference, EDUCON

  6. UNED-GELP at MentalRiskES 2024: Transformer-Based Encoders and Similarity Techniques for Early Risk Prediction of Mental Disorders

    CEUR Workshop Proceedings

  7. UNED-UNIOVI at EmoSPeech-IberLEF2024: Emotion Identification in Spanish by Combining Multimodal Textual Analysis and Machine Learning Methods

    CEUR Workshop Proceedings

2023

  1. A Re-labeling Approach Based on Approximate Nearest Neighbors for Identifying Gambling Disorders in Social Media

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Automatic Recommendation of Forum Threads and Reinforcement Activities in a Data Structure and Programming Course

    Applied System Innovation, Vol. 6, Núm. 5

  3. LSI_UNED at ClinAIS 2023: Transformer Models for Section Identification in Spanish Medical Reports

    CEUR Workshop Proceedings

  4. NLP-UNED at MentalRiskES 2023: Approximate Nearest Neighbors for Identifying Health Disorders

    CEUR Workshop Proceedings

  5. NLP-UNED-2 at eRisk 2023: Detecting Pathological Gambling in Social Media through Dataset Relabeling and Neural Networks

    CEUR Workshop Proceedings

  6. NLPIR-UNED at CheckThat! 2023: Ensemble of Classifiers for Check-Worthiness Estimation

    CEUR Workshop Proceedings

  7. Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction

    Journal of Biomedical Informatics, Vol. 138

  8. OBSER-MENH at eRisk 2023: Deep Learning-Based Approaches for Symptom Detection in Depression and Early Identification of Pathological Gambling Indicators

    CEUR Workshop Proceedings

  9. OBSER-MENH: Digital OBSERvatory of MENtal Health in Social Networks for Healthcare Institutions Based on Language Technologies

    CEUR Workshop Proceedings