Publications

Selected academic publications

Journal Papers

  • Assessing the potential of LLMs as crowdworkers for contextual information generation
    Martínez-Murillo, Iván, Maestre, María Miró, Suárez, Armando, Lloret, Elena, and Moreda, Paloma.
    Information Processing & Management, 2026.
  • Roadmap for Natural Language Generation: Challenges and Insights
    Miró Maestre, María, Martínez-Murillo, Iván, Martin, Tania Josephine, Navarro Colorado, Borja, Ferrández, Antonio, Suárez Cueto, Armando, Lloret, Elena.
    Procesamiento del Lenguaje Natural, 2025.
  • To Write or Not to Write as a Machine? That's the Question
    Sepúlveda-Torres, Robiert, Martínez-Murillo, Iván, Saquete, Estela, Lloret, Elena, and Palomar, Manuel.
    IEEE Transactions on Big Data, 2025.
  • A multifaceted approach to detect gender biases in Natural Language Generation
    Consuegra-Ayala, Juan Pablo, Martinez-Murillo, Ivan, Lloret, Elena, Moreda, Paloma, and Palomar, Manuel.
    Knowledge-Based Systems, 2024.
  • Analysing the problem of automatic evaluation of language generation systems
    Martínez-Murillo, Iván, Moreda, Paloma, and Lloret, Elena.
    Procesamiento del Lenguaje Natural, 2024.

Conference Proceedings

  • Where and How as Key Factors for Knowledge-Enhanced Constrained Commonsense Generation
    Martinez-Murillo, Ivan, Moreda Pozo, Paloma, and Lloret, Elena.
    Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025.
  • GPLSICORTEX at SemEval-2025 Task 10: Leveraging Intentions for Generating Narrative Extractions
    Martínez-Murillo, Iván, Maestre, María Miró, Martínez, Aitana, Ralund, Snorre, Lloret, Elena, Pozo, Paloma Moreda, and Cueto, Armando Suárez.
    Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), 2025.
  • Exploring the Influence of Relevant Knowledge for Natural Language Generation Interpretability
    Martínez-Murillo, Iván, Moreda, Paloma, and Lloret, Elena.
    6th International Conference on Machine Learning Techniques and NLP (MLNLP 2025), 2025.
  • COCOTEROS: A Spanish Corpus with Contextual Knowledge for Natural Language Generation.
    Maestre, María Miró, Martínez-Murillo, Iván, Lloret, Elena, Moreda, Paloma, and Cueto, Armando Suárez.
    SEPLN Posters, 2024.
  • Towards an efficient approach for controllable text generation
    Martínez-Murillo, Iván, Pozo, Paloma Moreda, and Lloret, Elena.
    Proceedings of the 1st International Workshop on Multilingual, Multimodal and Multitask Language Generation, 2023.
  • Team gplsi at autextification shared task: Determining the authorship of a text
    Martínez-Murillo, Iván, Sepúlveda-Torres, Robiert, Saquete Boró, Estela, Lloret, Elena, Palomar, Manuel.
    Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023), 2023.