Iván Martínez-Murillo

Journal Papers

• Cross-sectional analysis of large language models in current natural language generation challenges
  Miró Maestre, María, Martínez-Murillo, Iván, Morote Martínez, Aitana, and Lloret, Elena.
  Information Processing & Management, 2026.
• 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

• Evaluating Machine Translation and Automatic Metrics in Subtitling: A Case Study on Spanish Multiword Expressions
  Miró Maestre, María and Martínez-Murillo, Iván.
  Proceedings of the European Association for Machine Translation (EAMT 2026), 2026.
• Exploring Cross-Lingual Transfer in Transformer-Based Fraud Detection Models
  Martínez-Murillo, Iván, Sepúlveda-Torres, Robiert, and Consuegra-Ayala, Juan Pablo.
  Proceedings of the Second International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security, 2026.
• 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.

Book Reviews

• Natural Language Generation by Ehud Reiter
  Lloret, Elena and Martínez-Murillo, Iván.
  Natural Language Processing, 32(4), 525–529, 2026.