- 2021
- Using Dependency-Based Contextualization for transferring Passive Constructions from English to SpanishPablo Gamallo, Gorka Labaka Procesamiento del Lenguaje Natural, no. 66, pp. 53-64. 2021
- Bertinho: Galician BERT RepresentationsDavid Vilares, Marcos Garcia, Carlos Gómez-Rodríguez Procesamiento del Lenguaje Natural, no. 66, pp. 13-26. 2021
- eRisk 2021: Pathological Gambling, Self-Harm and Depression ChallengesJavier Parapar, Patricia Martin-Rodilla, David E. Losada, Fabio Crestani 43rd European Conference on Information Retrieval, pp. 650-656. 2021
- Reliability Prediction for Health-related Content: A Replicability StudyMarcos Fernández-Pichel, David E. Losada, Juan C. Pichel, David Elsweiler European Conference on Information Retrieval, pp. 47-61. Lucca (Italia). 2021
- Factual and Counterfactual Explanation of Fuzzy Information GranulesIlia Stepin, Alejandro Catala, Martin Pereira-Fariña, Jose M. Alonso Interpretable Artificial Intelligence: A perspective of Granular Computing. 2021
- Cost-effective Identification of On-topic Search Queries using Multi-Armed BanditsDavid E. Losada, Matthias Herrmann, David Elsweiler ACM Symposium on Applied Computing, pp. 645-654. 2021
- A Survey of Computational Methods for Online Mental State Assessment on Social MediaE. Ríssola, D. Losada, F. Crestani ACM Transactions on Computing for Healthcare, vol. 2, no. 2, pp. 1-31. 2021
- Testing the Tests: Simulation of Rankings to Compare Statistical Significance Tests in Information Retrieval EvaluationJavier Parapar, David E. Losada, Álvaro Barreiro ACM Symposium on Applied Computing, pp. 655-664. 2021
- Fixed-Cost Pooling StrategiesAldo Lipani, David E. Losada, Guido Zuccon, Mihai Lupu IEEE Transactions on Knowledge and Data Engineering, vol. 33, no. 4, pp. 1503-1522. 2021Q1
- Enriching linguistic descriptions of data: A framework for composite protoformsA. Ramos-Soto, P. Martin-Rodilla Fuzzy Sets and Systems, vol. 407, pp. 1-26. 2021Q1
- Modelling of the adsorption of urea herbicides by tropical soils with an Adaptive-Neural-based Fuzzy Inference SystemB. Agbaogun, Jose M. Alonso, H. Buddenbaum, K. Fischer Journal of Chemometrics. 2021
- Explainable Fuzzy Systems - Paving the Way from Interpretable Fuzzy Systems to Explainable AI SystemsJose M. Alonso, Ciro Castiello, Luis Magdalena, Corrado Mencar 2021
- Comparing Dependency-based Compositional Models with Contextualized Word EmbeddingPablo Gamallo, Manuel Prada Corral, Marcos Garcia 13th International Conference on Agents and Artificial Intelligence. 2021
- A Multilayer Multimodal Detection and Prediction Model based on Explainable Artificial Intelligence for Alzheimer’s DiseaseShaker El-Sappagh, Jose M. Alonso, S. M. Riazul Islam, Ahmad M. Sultan, Kyung Sup Kwak Scientific Reports, vol. 11. 2021Q1
- A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial IntelligenceIlia Stepin, Jose M. Alonso, Alejandro Catala, Martin Pereira-Fariña IEEE Access, vol. 9, pp. 11974 - 12001. 2021Q1
- 2020
- Robust Hybrid Deep Learning Models for Alzheimer’s Progression DetectionTamer ABUHMED, Shaker El-Sappagh, Jose M. Alonso Knowledge-Based Systems. 2020Q1
- Towards Harnessing Natural Language Generation to Explain Black-box ModelsEttore Mariotti, Jose M. Alonso, Albert Gatt Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence (NL4XAI) collocated with the International Conference on Natural Language Generation (INLG). Dublin (Ireland). 2020
- Proceedings of the 2nd Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence (NL4XAI)Jose M. Alonso, Alejandro Catala Dublin (Ireland). 2020
- Explaining Bayesian Networks in Natural Language: State of the Art and ChallengesConor Hennessy, Alberto Bugarín Diz, Ehud Reiter 2nd Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence (NL4XAI) collocated with the 13th International Conference on Natural Language Generation (INLG), pp. 28-33. Dublin (Irlanda). 2020
- A proof of concept on triangular test evaluation for Natural Language GenerationJavier González Corbelle, José María Alonso Moral, Alberto Bugarín Diz 1st Workshop on Evaluating NLG Evaluation (EvalNLGEval) collocated with the 13th International Conference on Natural Language Generation (INLG), pp. 8. Dublin (Irlanda). 2020
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