Publications

JUAN MARTINEZ ROMO publications View referenced research data.

91 results

2026

  1. An end-to-end system for explainable clinical coding across languages and diverse medical data sources

    BMC Medical Informatics and Decision Making, Vol. 26, Núm. 1

  2. Enhancing assessment clarity in computer science education through AI-assisted question analysis

    INTED2026 Proceedings: 20th International Technology, Education and Development Conference

2025

  1. A Novel Methodology for Enhancing Cross-language and Domain Adaptability in Temporal Expression Normalization

    Computational Linguistics, Vol. 51, Núm. 4, pp. 1303-1335

  2. An integrated approach for rare disease detection and classification in Spanish pediatric medical reports

    Scientific Reports, Vol. 15, Núm. 1

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

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

  4. EDHER-MED: Early Detection of Health Risks by Textual Analysis of Medical Documents

    CEUR Workshop Proceedings

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

    IEEE Global Engineering Education Conference, EDUCON

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

    Computers in Biology and Medicine, Vol. 186

  7. Prompting Large Language Models for Spanish Easy-to-Read Text Generation: UNED-INEDA at CLEARS 2025

    CEUR Workshop Proceedings

  8. 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