Publications (198) Publications de RAFAEL MUÑOZ GUILLENA

2024

  1. Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML

    Procesamiento del lenguaje natural, Núm. 73, pp. 221-233

  2. Geo.IA: Artificial Geo-Intelligence Platform to Solve Citizens Problems and Facilitate Strategic Decision Making in the Public Administration

    CEUR Workshop Proceedings

  3. KD SENSO-MERGER: An architecture for semantic integration of heterogeneous data

    Engineering Applications of Artificial Intelligence, Vol. 132

  4. OntoLM: Integrating Knowledge Bases and Language Models for classification in the medical domain

    Procesamiento del lenguaje natural, Núm. 72, pp. 137-148

  5. Procesamiento del lenguaje natural como eje central de la inteligencia artificial generativa: Lección inaugural del curso académico 2024-2025

    Universidad de La Rioja

2023

  1. A Review in Knowledge Extraction from Knowledge Bases

    International Conference Recent Advances in Natural Language Processing, RANLP

  2. T2KG: Transforming Multimodal Document to Knowledge Graph

    International Conference Recent Advances in Natural Language Processing, RANLP

  3. T2Know: An Advance Scientific-Tecnical Text Analysis Platform for Trend and Knowledge Extraction Using NLP Techniques

    CEUR Workshop Proceedings

2021

  1. Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text

    International Conference Recent Advances in Natural Language Processing, RANLP

  2. Knowledge Discovery in COVID-19 Research Literature

    International Conference Recent Advances in Natural Language Processing, RANLP

  3. Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2021

    Procesamiento del lenguaje natural, Núm. 67, pp. 233-242

2020

  1. A computational ecosystem to support eHealth Knowledge Discovery technologies in Spanish

    Journal of Biomedical Informatics, Vol. 109

  2. Demo Application for the AutoGOAL Framework

    COLING 2020 - 28th International Conference on Computational Linguistics, Proceedings of System Demonstrations

  3. Mixed Style Feature Representation and B0-maximal Clustering for Style Change Detection Notebook for PAN at CLEF 2020

    CEUR Workshop Proceedings

2019

  1. A corpus to support eHealth Knowledge Discovery technologies

    Journal of Biomedical Informatics, Vol. 94

  2. A neural network component for knowledge-based semantic representations of text

    International Conference Recent Advances in Natural Language Processing, RANLP

  3. A systemic and cybernetic perspective on causality, big data and social networks in tourism

    Kybernetes, Vol. 48, Núm. 2, pp. 287-297

  4. Analysis of eHealth knowledge discovery systems in the TASS 2018 Workshop

    Procesamiento del lenguaje natural, Núm. 62, pp. 13-20

  5. Are Better Summaries Also Easier to Understand? Analyzing Text Complexity in Automatic Summarization

    Multilingual Text Analysis: Challenges, Models, and Approaches (World Scientific Publishing Co.), pp. 337-369

  6. Cerpamidua at MEXA3T 2019: Transition point proposal

    CEUR Workshop Proceedings