Resultados – NL4DISMIS

Publicaciones relacionadas con el Módulo A:

Ancán-Bastías, O., Cares, C., Peral, J. & Ferrández, A. (In press). AI in Software Maintenance: an Empirical Multi-source Approach. In Research & Innovation Forum 2024.

Barreiro, A., de Souza, J. G., Gatt, A., Bhatt, M., Lloret, E., Erdem, A., … & Alhasani, M. (2022). Multi3Generation: Multitask, Multilingual, Multimodal Language Generation. In Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 347-348.

Consuegra-Ayala, J. P., Gutiérrez, Y., Almeida-Cruz, Y., & Palomar, M. (2022). Intelligent ensembling of auto-ML system outputs for solving classification problems. Information Sciences, 609, 766-780.

Consuegra‐Ayala, J. P., Gutiérrez, Y., Almeida‐Cruz, Y., & Palomar, M. (2025). Bias mitigation for fair automation of classification tasks. Expert Systems, 42(2), e13734. https://observatorio-cientifico.ua.es/documentos/6727ea267903a32777753d9a?lang=en#?

Consuegra-Ayala, J. P., Martínez-Murillo, I., Lloret, E., Moreda, P., & Palomar, M. (2024). A multifaceted approach to detect gender biases in Natural Language Generation. Knowledge-Based Systems, 303, 112367. https://observatorio-cientifico.ua.es/documentos/66e69b0313bd982b7f8c0ebe?lang=en#?

Derner, E., de la Fuente, S. S., Gutiérrez, Y., Moreda, P., & Oliver, N. (2024). Leveraging Large Language Models to Measure Gender Bias in Gendered Languages. arXiv preprint arXiv:2406.13677. https://arxiv.org/pdf/2406.13677

Estevanell-Valladares, E. L., Gutiérrez, Y., Montoyo-Guijarro, A., Muñoz-Guillena, R., & Almeida-Cruz, Y. (2024). Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML. Procesamiento del Lenguaje Natural, 73, 221-233. http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6612/4004

Korvel G, Katsalis A, Diamantaras K, et al. (2022). Enrich knowledge graphs and test pre-trained language models in graph2seq tasks. In Proceedings of the 13th Conference on Data analysis methods for software systems, 43.

Lloret, E., Barreiro, A., Bhatt, M., Bugarín-Diz, A., Modoni, G. E., Silberztein, M., … & Erdem, A. (2023). Multi3Generation: Multitask, Multilingual, and Multimodal Language Generation. Open Research Europe, 3.

Maestre, M. M., Martínez-Murillo, I., Lloret, E., Moreda, P., & Cueto, A. S. (2024). COCOTEROS: A Spanish Corpus with Contextual Knowledge for Natural Language Generation. En Poster Proceedings of the 40th Annual Conference of the Spanish Association for Natural Language Processing 2024 (SEPLN-P 2024) co-located with the 40th International Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), Valladolid, Spain, September 24-27, 2024. CEUR Workshop Proceedings, Vol-3846, pp. 36-47. https://ceur-ws.org/Vol-3846/paper04.pdf

María Miró Maestre, Iván Martínez-Murillo, Tania Josephine Martin, Borja Navarro-Colorado, Antonio Ferrández, Armando Suárez Cueto, Elena Lloret. Beyond Generative Artificial Intelligence: Roadmap for Natural Language Generation. CoRR abs/2407.10554 (2024) https://arxiv.org/pdf/2407.10554

Martínez-Murillo, I., Moreda, P., & Lloret, E. (2023). Towards an Efficient Approach for Controllable Text Generation. In Proceedings of the 1st International Workshop on Multilingual, Multimodal and Multitask Language Generation, 26-31.

Martínez-Murillo, I., Moreda, P., & Lloret, E. (2024). Analysing the Problem of Automatic Evaluation of Language Generation Systems. Procesamiento del Lenguaje Natural, 72, 123-136. http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6583

Ramos, V., Mondéjar, T., Ferrández, A., Peral, J., Gil, D., & Mora, H. (2023). A Model to Support the Prediction of Indicators in the Diagnosis and Intervention of Autism Spectrum Disorder. In International Conference on Ubiquitous Computing and Ambient Intelligence, 69-75.

Vásquez, F., Cares, C., Ferrández, A., Peral, J. (In press). Social Biases in Economic-oriented Software Ontologies. In Research & Innovation Forum 2024.

Villalba, M. (2024). Artificial Intelligence and Natural Language Processing Applied to Design. Doctoral Symposium on Natural Language Processing 2024: Proceedings of the Doctoral Symposium on Natural Language Processing (NLP-DS 2024), held as part of the XL edition of the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), Valladolid, Spain, September 26, 2024, Vol-3797, pp. 96–104). https://rua.ua.es/dspace/bitstream/10045/149822/1/Villalba_2024_CEUR.pdf

Publicaciones relacionadas con el Módulo B:

Botella, B., Sepúlveda-Torres, R., Martínez-Barco, P., & Saquete Boró, E. (2023). Violencia Identificada en el Lenguaje (VIL). Creación de recurso para mensajes violentos. Procesamiento del Lenguaje Natural, 70, 187-198.

Botella-Gil, B., Bonet-Jover, A., Sepúlveda-Torres, R., Martínez-Barco, P., & Saquete, E. (2024). Exploring the Relationship between News Reliability and Violent Comments in Digital Media. In Proceedings of the 40th International Conference of the Spanish Society for Natural Language Processing. https://ceur-ws.org/Vol-3846/paper14.pdf

Galiano, S., Muñoz, R., Gutiérrez, Y., Montoyo, A., Abreu, J. I., & Ureña, L. A. (2023). T2KG: Transforming Multimodal Document to Knowledge Graph. In Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 385-391.

González Delgado, G., & Navarro Colorado, B. (2024). The Simplification of the Language of Public Administration: The Case of Ombudsman Institutions. In Proceedings of the Workshop on DeTermIt! Evaluating Text Difficulty in a Multilingual Context, LREC-COLING 2024, Torino, Italia, 125–133.

Gutiérrez, Y., Salas, J. I. A., Montoyo, A., Muñoz, R., & Estévez-Velarde, S. (2024). KD SENSO-MERGER: An architecture for semantic integration of heterogeneous data. Engineering Applications of Artificial Intelligence, 132, 107854. https://observatorio-cientifico.ua.es/documentos/65c35d38d2edca1267d6aead?lang=en#?

Lloret, E., Méndez, B., Moreda, P., & Palomar, M. (2023). ADAPT@: A MULTILINGUAL AND MULTIMODAL ONLINE WEB APPLICATION TO PERSONALIZE TEXTUAL INFORMATION PROCESSING AND VISUALIZATION. In INTED2023 Proceedings, 605-614.

López, L. A. U., Boró, E. S., Valdivia, M. T. M., & Barco, P. M. (2022). LIVING-LANG: Living digital entities by human language technologies. In SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations, 5-9.

Maestre, M. M., Martínez-Murillo, I., Lloret, E., Moreda, P., & Cueto, A. S. (2024). COCOTEROS: A Spanish Corpus with Contextual Knowledge for Natural Language Generation. CEUR Workshop Proceedings, Vol-3846, 36-47. https://ceur-ws.org/Vol-3846/paper04.pdf

Miró Maestre, M. (2022). Communicative Intentions Annotation Scheme for Natural Language Processing Applications. In Proceedings of the Doctoral Symposium on Natural Language Processing from the PLN.net network 2022, Vol-3030, 32-40.

Montoyo, A., Muñoz, R., & Gutiérrez, Y. (2024). Geo. IA: Artificial Geo-Intelligence Platform to Solve Citizens Problems and Facilitate Strategic Decision Making in the Public Administration. CEUR Workshop Proceedings, Vol-3729. https://rua.ua.es/dspace/bitstream/10045/145512/1/Montoyo_etal_2024_CEUR.pdf

Muñoz, R., Gutiérrez, Y., & Montoyo, A. (2023). T2Know: An Advance Scientific-Technical Text Analysis Platform for Trend and Knowledge Extraction Using NLP Techniques. In SEPLN-PD 2023: Annual Conference of the Spanish Association for Natural Language Processing 2023: Projects and System Demonstrations, Vol-3516.

Navarro-Colorado, B. (2024). “Edición digital enriquecida: un modelo de anotación multinivel para poesía del Siglo de Oro”. In Susanna Allés-Torrent y Eugenia Fosalba (eds), Editar el Siglo de Oro en la era digital, Universitat Autònoma de Barcelona y la Universitat de Girona Girona, Studia Aurea Monográfica, 175-196.

Navarro-Colorado, B. (In press). “Edición digital enriquecida: un modelo de anotación multinivel para poesía del Siglo de Oro”. In Eugenia Fosalba y Susanna Allés, Editar el Siglo de Oro en la era digital, Girona, Studia Aurea Monográfica.

Yáñez-Romero, F., Montoyo, A., Muñoz, R., Gutiérrez, Y., & Suárez, A. (2024). OntoLM: Integrating Knowledge Bases and Language Models for classification in the medical domain. Procesamiento del Lenguaje Natural, 72, 137-148. http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6584/3984

Publicaciones relacionadas con el Módulo C:

Francés, O., Abreu-Salas, J., Fernández, J., Gutiérrez, Y., & Palomar, M. (2023). Multidimensional Data Analysis for Enhancing In-Depth Knowledge on the Characteristics of Science and Technology Parks. Applied Sciences, 13(23), 12595.

Gutiérrez, Y., Salas, J. I. A., Montoyo, A., Muñoz, R., & Estévez-Velarde, S. (2024). KD SENSO-MERGER: An architecture for semantic integration of heterogeneous data. Engineering Applications of Artificial Intelligence, 132, 107854. https://observatorio-cientifico.ua.es/documentos/65c35d38d2edca1267d6aead?lang=en#?

Montoyo, A., Muñoz, R., & Gutiérrez, Y. (2024). Geo. IA: Artificial Geo-Intelligence Platform to Solve Citizens Problems and Facilitate Strategic Decision Making in the Public Administration. En SEPLN-CEDI-PD 2024: Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations, June 19-20, 2024, A Coruña, Spain. CEUR Workshop Proceedings, Vol-3729. https://rua.ua.es/dspace/bitstream/10045/145512/1/Montoyo_etal_2024_CEUR.pdf

Publicaciones relacionadas con el Módulo D:

Barreiro, A., Lloret, E., & Turuta, O. (2023). An Outlook on Natural Language Generation. In Position Papers of the 18th Conference on Computer Science and Intelligence Systems, 36, 27-34.

Bonet-Jover, A., Sepúlveda-Torres, R., Saquete, E., & Barco, P. M. (2023). Annotating reliability to enhance disinformation detection: annotation scheme, resource and evaluation. Procesamiento del Lenguaje Natural, 70, 15-26.

Bonet-Jover, A., Sepúlveda-Torres, R., Saquete, E., & Martínez-Barco, P. (2023). A semi-automatic annotation methodology that combines Summarization and Human-In-The-Loop to create disinformation detection resources. Knowledge-Based Systems, 110723.

Bonet-Jover, A., Sepúlveda-Torres, R., Saquete, E., Martínez-Barco, P., & Nieto-Pérez, M. (2023). RUN-AS: a novel approach to annotate news reliability for disinformation detection. Language Resources and Evaluation, 1-31.

Bonet-Jover, A., Sepúlveda-Torres, R., Saquete, E., Martínez-Barco, P., Piad-Morffis, A., & Estevez-Velarde, S. (2023). Applying Human-in-the-Loop to construct a dataset for determining content reliability to combat fake news. Engineering Applications of Artificial Intelligence, 126, 107152.

Botella-Gil, B., Bonet-Jover, A., Sepúlveda-Torres, R., Martínez-Barco, P., & Saquete, E. (2024). Exploring the Relationship between News Reliability and Violent Comments in Digital Media. In Proceedings of the 40th International Conference of the Spanish Society for Natural Language Processing. https://ceur-ws.org/Vol-3846/paper14.pdf

Botella-Gil, B., Sepúlveda-Torres, R., Bonet-Jover, A., Martínez-Barco, P., & Saquete, E. (2024). Semi-automatic dataset annotation applied to automatic violent message detection. IEEE Access. https://rua.ua.es/dspace/bitstream/10045/140443/3/Botella-Gil_etal_2024_IEEEAccess.pdf

Botella-Gil, B. (2024). Las Tecnologías del Lenguaje Humano como herramienta de mitigación de la violencia en redes sociales. (Doctoral dissertation, Universitat d’Alacant/Universidad de Alicante). https://rua.ua.es/dspace/handle/10045/146358

Fernández, J., Gutiérrez, Y., & Martinez-Barco, P. (2023). Generación y pesado de skipgrams y su aplicación al análisis de sentimientos. Procesamiento del Lenguaje Natural, 70, 213-223.

Fernández Martínez, J. (2024). Análisis de sentimientos supervisado utilizando skipgrams y su aplicación a medios sociales (Doctoral dissertation, Universitat d’Alacant/Universidad de Alicante). https://rua.ua.es/dspace/bitstream/10045/146342/1/tesis_javier_fernandez_martinez.pdf

López, L. A. U., Boró, E. S., Valdivia, M. T. M., & Barco, P. M. (2022). LIVING-LANG: Living digital entities by human languagetechnologies. In SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations, 5-9.

Maestre, M. M., Vicente, M., Lloret, E., & Cueto, A. S. (2022). Extracting Narrative Patterns in Different Textual Genres: A Multilevel Feature Discourse Analysis. Information, 14(1), 28.

Martin, T. J., Abreu Salas, J. I., & Moreda Pozo, P. (2023). A Review of Parallel Corpora for Automatic Text Simplification. Key Challenges Moving Forward. In International Conference on Applications of Natural Language to Information Systems, 62-78.

Martin, T. J., Vázquez, Y. G., Sepúlveda-Torres, R., & Abreu Salas, J. I. (2024). The risky news sharing quotient (RNSQ): A research instrument for exploring news-sharing behaviour that spreads fake news. Education, Citizenship and Social Justice, 17461979231218652. https://journals.sagepub.com/doi/full/10.1177/17461979231218652

Martínez-Murillo, I., Sepúlveda-Torres, R., Saquete Boró, E., LLoret, E., & Palomar, M. (2023). Team GPLSI at AuTexTification Shared Task: Determining the Authorship of a Text. In Proceedings of the Iberian Languages Evaluation Forum, Vol-3496.

Mirabal, P., Hernández-Alvarado, S., & Abreu Salas, J. I. (2023). Analyzing sentiment, attraction type, and country in spanish language tripadvisor reviews using language models. In Proceedings of the Iberian Languages Evaluation Forum, Vol-3496.

Pérez Montero, A. (2024). Analysing Linguistic Markers on Fake News to Enhance the Explainability of Deception Detection Systems. Doctoral Symposium on Natural Language Processing 2024: Proceedings of the Doctoral Symposium on Natural Language Processing (NLP-DS 2024), held as part of the XL edition of the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), Valladolid, Spain, September 26, 2024, Vol. 3797, pp. 15–23). https://rua.ua.es/dspace/bitstream/10045/148343/1/Perez-Montero_2024_CEUR.pdf

Sepúlveda-Torres, R., Bonet-Jover, A., & Saquete, E. (2023). Detecting misleading headlines through the automatic recognition of contradiction in Spanish. IEEE Access, 11, 72007.

Sepúlveda-Torres, R., Bonet-Jover, A., Diab, I., Guillén-Pacho, I., Cabrera-de Castro, I., Badenes-Olmedo, C., … & Ureña-López, L. A. (2024). Overview of FLARES at IberLEF 2024: Fine-grained Language-based Reliability Detection in Spanish News. Procesamiento del lenguaje natural, 73, 369-379. http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6624/4016

Sepúlveda-Torres, R., Vicente, M., Saquete, E., Lloret, E., & Palomar, M. (2023). Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines. Data & Knowledge Engineering, 145, 102176.

Publicaciones relacionadas con el Módulo E:

Consuegra-Ayala, J. P., Gutiérrez, Y., Almeida-Cruz, Y., & Palomar, M. (2024). Automatic annotation of protected attributes to support fairness optimization. Information Sciences, 663, 120188.

Consuegra‐Ayala, J. P., Gutiérrez, Y., Almeida‐Cruz, Y., & Palomar, M. (2025). Bias mitigation for fair automation of classification tasks. Expert Systems, 42(2), e13734. https://observatorio-cientifico.ua.es/documentos/6727ea267903a32777753d9a?lang=en#?

Consuegra-Ayala, J. P., Martínez-Murillo, I., Lloret, E., Moreda, P., & Palomar, M. (2024). A multifaceted approach to detect gender biases in Natural Language Generation. Knowledge-Based Systems, 303, 112367. https://observatorio-cientifico.ua.es/documentos/66e69b0313bd982b7f8c0ebe?lang=en#?

Derner, E., de la Fuente, S. S., Gutiérrez, Y., Moreda, P., & Oliver, N. (2024). Leveraging Large Language Models to Measure Gender Bias in Gendered Languages. arXiv preprint arXiv:2406.13677

Estevanell-Valladares, E. L., Gutiérrez, Y., Montoyo-Guijarro, A., Muñoz-Guillena, R., & Almeida-Cruz, Y. (2024). Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML. Procesamiento del Lenguaje Natural, 73, 221-233. http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6612/4004

Férrandez, A., Lavigne-Cerván, R., Peral, J., Navarro-Soria, I., Lloret, A., Gil, D. & Rocamora, C. (In press). CuentosIE: Can a chatbot about “tales with a message” help to teach Emotional Intelligence?, PeerJ in Computer Science.

Ferrández A, Lavigne-Cerván R, Peral J, Navarro-Soria I, Lloret Á, Gil D, Rocamora C. (2024). CuentosIE: can a chatbot about “tales with a message” help to teach emotional intelligence? PeerJ Computer Science, 10:e1866. DOI http://doi.org/10.7717/peerj-cs.1866. ISSN 2376-5992.

Francés, O., Fernández, J., Abreu-Salas, J., Gutiérrez, Y., & Palomar, M. (2024). A comprehensive methodology to construct standardised datasets for Science and Technology Parks. Data & Knowledge Engineering, 102338. https://www.sciencedirect.com/science/article/pii/S0169023X24000624?via%3Dihub

Hernández, O. F. (2024). Desarrollo de tecnologías basadas en Inteligencia Artificial para el análisis y la toma de decisiones en Parques Científicos y Tecnológicos (Doctoral dissertation, Universitat d’Alacant/Universidad de Alicante). https://dialnet.unirioja.es/servlet/tesis?codigo=340843

López, L. A. U., Boró, E. S., Valdivia, M. T. M., & Barco, P. M. (2022). LIVING-LANG: Living digital entities by human language technologies. In SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations, 5-9.

Maestre, M. M., Martínez-Murillo, I., Martin, T. J., Navarro-Colorado, B., Ferrández, A., Cueto, A. S., & Lloret, E. (2024). Beyond generative artificial intelligence: Roadmap for natural language generation. arXiv preprint arXiv:2407.10554

Martínez-Murillo, I., Sepúlveda-Torres, R., Saquete Boró, E., LLoret, E., & Palomar, M. (2023). Team GPLSI at AuTexTification Shared Task: Determining the Authorship of a Text. In Proceedings of the Iberian Languages Evaluation Forum, Vol-3496.

Muñoz, R., Gutiérrez, Y., & Montoyo, A. (2023). T2Know: An Advance Scientific-Tecnical Text Analysis Platform for Trend and Knowledge Extraction Using NLP Techniques. In SEPLN-PD 2023: Annual Conference of the Spanish Association for Natural Language Processing 2023: Projects and System Demonstrations, Vol-3516.

Sepúlveda-Torres, R., Bonet-Jover, A., & Saquete, E. (2023). Detecting misleading headlines through the automatic recognition of contradiction in Spanish. IEEE Access, 11, 72007.

Publicaciones relacionadas con el Módulo G:

Francés, O., Abreu, J., Gutiérrez, Y., & Palomar, M. (In press). Estado de los Parques Tecnológicos en Argentina y estudio comparativo con la situación española. In Proceedings of the XX Congreso Latino-Iberoamericano de Gestión Tecnológica y de la Innovación.

Francés, O. (2023). What are Science Parks?: working definitions and critical factors. In La comunicación y el lenguaje entre las personas: herramientas didácticas para el desarrollo de las sociedades, Dykinson, 479-496.