Publications by the researcher in collaboration with VICTORIA PEÑA PACHON ALVAREZ (56)

2026

  1. Automatic Detection in Twitter of Non-Traumatic Grief due to Deaths by COVID-19 – Trained Transformer Model (NT-Grief_EN)

    Zenodo

  2. Capturing subjectivity: A weighted ensemble approach to preserve annotator diversity

    Results in Engineering, Vol. 30

  3. Correction: Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study (Journal of Medical Internet Research (2025) 27 (e76433) DOI: 10.2196/76433)

    Journal of Medical Internet Research

  4. I2C At MultiPRIDE: Transformers And Generative LLMs For Multilingual Reclamation Classification

    CEUR Workshop Proceedings

  5. INPERIA-Interview: A Synthetic Spanish Dataset of Penitentiary Pseudo-Interviews for Natural Language Processing and Risk Factor Analysis

    Zenodo

  6. Nt-Grief. A Spanish Dataset for Non-Traumatic Grief Detection

    Zenodo

2025

  1. Detection and Classification Using Advanced Vision-Language Models BLIP2 and Qwen, Large Language Models, and Learning with Disagreement Frameworks

    CEUR Workshop Proceedings

  2. From data to detection: Developing a corpus and training language models for the identification of anti-refugee narratives in Spanish

    Array, Vol. 28

  3. I2C-UHU at MiSonGyny 2025: Fine-Tuned LLM Approach to Detect Misogyny in Spanish Song Lyrics

    CEUR Workshop Proceedings

  4. I2C-UHU-PEGASUS at FungiCLEF 2025: Multimodal Pipeline for Rare Fungal Species Classification Using Fine-Tuned VLMs and Ecological Context

    CEUR Workshop Proceedings

  5. I2C-UHU-PERSEUS at PlantClef 2025: Multi-Label Identification and Classification of Plant Species in Images Using Object Detection Techniques

    CEUR Workshop Proceedings

  6. I2C-UHU-Rigel at MentalRiskES 2025: Detection of Gambling Disorder Risk in Spanish using Transformer-Based Models

    CEUR Workshop Proceedings

  7. Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

    Journal of Medical Internet Research, Vol. 27

  8. When machines learned to speak: who teaches whom?

    Sociedades en cambio: treinta años navegando desde la globalización hasta la era de la inteligencia artificial (Universidad de Huelva), pp. 253-257

  9. hateRADAR-es: Annotated Corpus for Anti-Refugee Hate Speech Detection in Spanish (Training and Test Sets)

    Zenodo

2024

  1. I2C-Huelva at IberLEF-2024 DETESTS-Dis: Learning from Divergence to Identify Explicit and Implicit Racial Stereotypes in Spanish Texts

    CEUR Workshop Proceedings

  2. I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles

    SemEval 2024 - 18th International Workshop on Semantic Evaluation, Proceedings of the Workshop

  3. I2C-UHU at EXIST 2024: Transformer-Based Detection of Sexism and Source Intention in Memes Using a Learning with Disagreement Approach

    CEUR Workshop Proceedings

  4. I2C-UHU at EXIST2024: Learning from Divergence and Perspectivism for Sexism Identification and Source Intent Classification

    CEUR Workshop Proceedings

  5. I2C-UHU at HOMO-MEX 2024: Leveraging Large Language Models and Ensembling Transformers to Identify and Classify Hate Messages Towards the LGBTQ+ Community

    CEUR Workshop Proceedings