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MARTINEZ ROMO, JUAN

Lenguajes y Sistemas Informáticos / Universidad Nacional de Educación a Distancia

Publications

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

  • Ramirez-Arrabe,A.
  • Martinez-Romo,J.
  • Duque,A.

BMC Medical Informatics and Decision Making - 1/12/2026

Editor: BioMed Central Ltd

10.1186/s12911-026-03473-6 View at source

  • ISSN/ISBN 1472-6947

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

  • Ramirez-Arrabe, Alicia
  • Duque, Andres
  • Martinez-Romo, Juan

Procesamiento del lenguaje natural (p. 41-52) - 2025

Editor: Sociedad Española para el Procesamiento del Lenguaje Natural

  • ISSN/ISBN 1135-5948

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

  • Castro, Alejandro Sánchez de
  • Araujo, Lourdes
  • Martinez-Romo, Juan

Computational Linguistics (p. 1303-1335) - 2025

Editor: MIT Press

10.1162/coli.a.12 View at source

  • ISSN/ISBN 0891-2017

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

  • Duque,A.
  • Araujo,L.
  • Martinez-Romo,J.
  • Esteban-Vasallo,M.D.
  • Domínguez-Berjón,M.-F.
  • Malillos Perez,D.

Scientific Reports - 1/12/2025

Editor: Nature Research

10.1038/s41598-025-21827-4 View at source

  • ISSN/ISBN 2045-2322

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

  • Martinez-Romo, J.
  • Araujo, L.
  • Reneses, B.

Computers in Biology and Medicine - 1/03/2025

Editor: Elsevier Ltd

10.1016/j.compbiomed.2025.109701 View at source

  • ISSN/ISBN 1879-0534

Automated Formative Feedback for Algorithm and Data Structure Self-Assessment

  • Araujo, L.
  • Lopez-Ostenero, F.
  • Plaza, L.
  • Martinez-Romo, J.

Electronics (Switzerland) - 1/03/2025

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/electronics14051034 View at source

  • ISSN/ISBN 2079-9292

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

  • Fernandez-Hernandez, Jorge
  • Araujo, Lourdes
  • Martinez-Romo, Juan

Procesamiento del lenguaje natural (p. 87-98) - 2024

Editor: Sociedad Española para el Procesamiento del Lenguaje Natural

  • ISSN/ISBN 1135-5948

Building a framework for fake news detection in the health domain

  • Martinez-Rico, J.R.
  • Araujo, L.
  • Martinez-Romo, J.

PLoS ONE - 1/07/2024

Editor: Public Library of Science

10.1371/journal.pone.0305362 View at source

  • ISSN/ISBN 1932-6203

RoBERTime: A novel model for the detection of temporal expressions in Spanish

  • Araujo Serna, Lourdes
  • Martínez Romo, Juan
  • Sánchez Castro Fernández, Alejandro

Procesamiento del lenguaje natural (p. 39-51) - 2023

Editor: Sociedad Española para el Procesamiento del Lenguaje Natural

  • ISSN/ISBN 1135-5948

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

  • Plaza, L.
  • Araujo, L.
  • López-Ostenero, F.
  • Martínez-Romo, J.

Applied System Innovation - 1/10/2023

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/asi6050083 View at source

  • ISSN/ISBN 2571-5577

This researcher has no books.

A tagged corpus for automatic labeling of disabilities in medical scientific papers

  • Carlos Valmaseda
  • Juan Martinez Romo
  • Lourdes Araujo

10th conference on International Language Resources and Evaluation (LREC'16) (p. 1022-1025) - 2016

Editor: European Language Resources Association

  • ISSN/ISBN 978-2-9517408-9-1

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

  • L. Araujo
  • L. Plaza
  • J. Martinez-Romo
  • F. López-Ostenero

INTED2026 Proceedings: 20th International Technology, Education and Development Conference (p. 773) - 2026

Editor: INTED

  • ISSN/ISBN 978-84-09-82385-7

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

  • Martinez-Romo,J.
  • Araujo,L.
  • Plaza,L.
  • López-Ostenero,F.

IEEE Global Engineering Education Conference, EDUCON - 2025

Editor: IEEE Computer Society

10.1109/educon62633.2025.11016446 View at source

  • ISSN/ISBN 2165-9567

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

  • Martinez-Romo,J.
  • Araujo,L.
  • Rubio,A.C.
  • Atutxa,A.

CEUR Workshop Proceedings (p. 8-14) - 2025

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

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

  • Plaza,L.
  • Araujo,L.
  • López-Ostenero,F.
  • Martinez-Romo,J.

CEUR Workshop Proceedings - 2025

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

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

  • López-Ostenero, F.
  • Martinez-Romo, J.
  • Plaza, L.
  • Araujo, L.

IEEE Global Engineering Education Conference, EDUCON - 2024

Editor: IEEE Computer Society

10.1109/educon60312.2024.10578697 View at source

  • ISSN/ISBN 9798350394023

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

  • Fabregat, H.
  • Deniz, D.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 813-824) - 2024

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

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

  • Martinez-Romo, J.
  • Farnesio Huesca Barril, J.
  • Araujo, L.
  • de La Cal Marin, E.

CEUR Workshop Proceedings - 2024

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

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

  • Fernandez-Hernandez, J.
  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings - 2024

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

Generative LLMs for Multilingual Temporal Expression Normalization

  • de Castro, A.S.
  • Araujo, L.
  • Martinez-Romo, J.

Frontiers in Artificial Intelligence and Applications (p. 3789-3796) - 16/10/2024

Editor: IOS Press BV

10.3233/faia240940 View at source

  • ISSN/ISBN 1879-8314

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

  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 174-185) - 2023

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-42448-9_15 View at source

  • ISSN/ISBN 1611-3349

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 10/30/26 12:15 PM