Publications by the researcher in collaboration with YOAN GUTIERREZ VAZQUEZ (38)

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

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

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. Demo application for LETO: Learning engine through ontologies

    International Conference Recent Advances in Natural Language Processing, RANLP

  6. Overview of the eHealth knowledge discovery challenge at IberLEF 2019

    CEUR Workshop Proceedings

2018

  1. FEUP at TREC 2018 Common Core Track

    27th Text REtrieval Conference, TREC 2018 - Proceedings

  2. GPLSI at TREC 2018 RTS Track

    27th Text REtrieval Conference, TREC 2018 - Proceedings