PAPERS
Results
Software
COMPENDIUM v2.0 is a new version of COMPENDIUM, a tool for automatic generation of summaries. Other new features include support for the Spanish language and improved implementations of different modules such as entity detection and topic analysis.
Scientific journals
Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Yudivián Almeida-Cruz, Manuel Palomar:Intelligent ensembling of auto-ML system outputs for solving classification problems. Inf. Sci. 609: 766-780 (2022) https://doi.org/10.1016/j.ins.2022.07.061 → T1.1
María Miró Maestre, Marta Vicente, Elena Lloret & Armando Suárez Cueto. Extracting Narrative Patterns in Different Textual Genres: A Multilevel Feature Discourse Analysis. Information 2023, 14(1), 28. https://doi.org/10.3390/info14010028 → T2.1
Lloret E, Barreiro A, Bhatt M, Bugarín-Diz A, Modoni GE, Silberztein, M, Calixto I, Korvel G et al. Multi3Generation: Multitask, Multilingual, and Multi- modal Language Generation. Open Research Europe 2023 https://open-research-europe.ec.europa.eu/articles/3-176 → T2.1
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, 102176. https://doi.org/10.1016/j.data
A.Barreiro, E.Lloret, O.Turuta. An Outlook on Natural Language Generation. 2023. Position Papers of the 18th Conference on Computer Science and Intelligence Systems, M. Ganzha, L. Maciaszek, M. Paprzycki, D. Ślęzak (eds). ACSIS, Vol. 36, pages 27–34. https://annals-csis.org/
J.Pilaluisa, D.Tomás, B.Navarro-Colorado, J.Mazón. 2023.Contextual word embeddings for tabular data search and integration. Neural Computing and Applications, Volume 35, pages 9319–9333. Revista JCR (Q2). https://link.springer.com/
O.Francés, J.Abreu-Salas, J.Fernández-Martínez, Y.Gutiérrez, M.Palomar. 2023. Multidimensional Data Analysis for Enhancing In-Depth Knowledge on the Characteristics of Science and Technology Parks. Applied Sciences, 13(23), 12595. Revista JCR (Q2). https://www.mdpi.com/2076-
A.Ferrández, R.Lavigne-Cerván, J.Peral, I.Navarro-Soria, A.Lloret, D.Gil, C.Rocamora. 2024. CuentosIE: can a chatbot about “tales with a message” help to teach emotional intelligence? PeerJ Computer Science. Revista JCR (Q2). https://peerj.com/articles/cs-
I.Martínez-Murillo, P.Moreda, E.Lloret. Analysing the Problem of Automatic Evaluation of Language Generation Systems. 2024. Procesamiento del Lenguaje Natural, vol. 72. Revista JCR (Q4) http://journal.sepln.org/
J.P.Consuegra-Ayala, Y.Gutiérrez, Y.Almeida-Cruz, M.Palomar. 2024. Automatic Annotation of Protected Attributes to Support Fairness Optimization. Information Sciences, vol 663. Revista JCR (Q1) https://www.sciencedirect.com/
Y.Gutiérrez, J.Abreu-Salas, A.Montoyo, R.Muñoz, S.Estévez-Velarde. 2024. KD SENSO-MERGER: An architecture for semantic integration of heterogeneous data. Engineering Applications of Artificial Intelligence, vol. 132. Revista JCR (Q1). https://www.sciencedirect.com/
F.Yáñez-Romero, A.Montoyo, R.Muñoz, Y.Gutiérrez A.Suárez-Cueto. 2024. OntoLM: Integrating Knowledge Bases and Language Models for classification in the medical domain. Procesamiento del Lenguaje Natural, vol. 72. Revista JCR (Q4). http://journal.sepln.org/
Leon Paul Schaub Torre, María Miró Maestre. 2024. La inteligencia artificial como impulso del procesamiento del lenguaje natural: retos, fronteras y logros. Revista Ábaco 118, Lenguas y lenguaje. Retos de la comunicación. https://revista-abaco.es/la-inteligencia-artificial-como-impulso-del-procesamiento-del-lenguaje-natural-retos-fronteras-y-logros/ → T2.1
M.R.Lafoz, B.Navarro-Colorado. Aprovechamiento de ChatGPT en la enseñanza de lengua extranjera en educación superior. 2023. Educación y sociedad: claves interdisciplinares. https://octaedro.com/wp-
Congresses y workshops
Elena Lloret, Armando Suárez, Antonio Ferrández, Tania Martin, Iván Martínez-Murillo, María Miró Maestre, Paloma Moreda, Borja Navarro-Colorado, Manuel Palomar. Conscious Natural Text Generation. SEPLN 2023, sesión proyectos https://ceur-ws.org/Vol-3516/paper07.pdf → T.4.2
Grazina Korvel, Alkiviadis Katsalis, Konstantinos Diamantaras, Elena Lloret. Enrich Knowledge Graphs and Test Pre-trained Language Models in Graph2seq Tasks. The 13th Conference “Data Analysis Methods for Software Systems” December 1 – 3, 2022, in Druskininkai, Lithuania https://www.mii.lt/damss/files/posters_2022/id_2-8.pdf → T1.3
Iván Martínez-Murillo, Paloma Moreda, Elena Lloret . Towards an Efficient Approach for Controllable Text Generation. Multi3Generation workshop (EAMT 2023) → https://aclanthology.org/2023.multi3generation-1.4.pdf T2.1
María Miró Maestre. Enriching Natural Language Processing Systems with Semantic-pragmatic Information through Communicative Intentions. Simposio@SEPLN 2023 https://ceur-ws.org/Vol-3625/paper9.pdf → T1.3
Iván Martínez-Murillo, Robiert Sepúlveda-Torres, Saquete, E., Lloret, E., & Palomar, M. (2023). Team GPLSI at AuTexTification Shared Task: Determining the Authorship of a Text. IberLEF 2023@SEPLN 2023 https://ceur-ws.org/Vol-3496/autextification-paper13.pdf → T2.2
Iván Martínez. Commonsense Knowledge and Controllable Techniques for an Effective and Efficient Approach to Text Generation. Simposio@SEPLN 2023 https://ceur-ws.org/Vol-3625/paper8.pdf → T2.3
E. Lloret, B. Méndez, P. Moreda, M. Palomar. ADAPT@: A MULTILINGUAL AND MULTIMODAL ONLINE WEB APPLICATION TO PERSONALIZE TEXTUAL INFORMATION PROCESSING AND VISUALIZATION. 17th annual International Technology, Education and Development Conference (INTED). Valencia (Spain) – 6th, 7th and 8th of March, 2023 Demo: ADAPT@ → T3.1
M.M.Maestre. Communicative Intentions Annotation Scheme for Natural Language Processing Applications. 2022. Simposio doctoral SEPLN. https://ceur-ws.org/Vol-3270/
V.Ramos, T.Mondéjar, A.Ferrández, J.Peral, D.Gil, H.Mora. A Model to Support the Prediction of Indicators in the Diagnosis and Intervention of Autism Spectrum Disorder. 2023. Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023). https://link.springer.com/
T.J.Martin, J.Abreu-Salas, P.Moreda. A Review of Parallel Corpora for Automatic Text Simplification. Key Challenges Moving Forward. 2023. International Conference on Applications of Natural Language to Information Systems (NLBD). https://link.springer.com/
Ales Zamuda, Jani Dugonik, Elena Lloret (2024) “Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Representations from Transformers”. 11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Nis, 3-6 June 2024. 979-8-3503-8699-8/24 © 2024 IEEE → T3.1
Others
ALBA Pérez: La desambiguación y el razonamiento en la inteligencia artificial: Análisis lingüístico de ChatGPT. Trabajo Fin de Máster, UA. Tutora: Elena Lloret Pastor. Junio 2023 https://rua.ua.es/dspace/handle/10045/135540 → T1.1 y T2.1
Daniel Ionut Dobre: Página web unificada para la traducción y/o resumen automático de textos. Tutora: Elena Lloret Pastor. Trabajo Fin de grado Ing. Informática. Julio 2023. → T3.1
Héctor Valdés Ferrer: Resumidor de artículos científicos del ámbito biomédico. Tutora: Elena Lloret Pastor. Trabajo Fin de Grado Ing. Biomédica. Julio 2023 → T3.1
CuentosIE fue presentado en las “Jornadas del profesorado: inteligencia artificial. Implicaciones educativas” organizado por el Centro de Profesores y Recursos (CPR) de la comunidad de Murcia, el 17 de marzo de 2023 (https://twitter.com/CPRRegion