3 papers
Evaluating Compact LLMs for Zero-Shot Iberian Language Tasks on End-User Devices
LuÃs Couto Seller, Ãñigo Sanz Torres, Adrián Vogel-Fernández +4
Large Language Models have significantly advanced natural language processing, achieving remarkable performance in tasks such as language generation, translation, and reasoning. Ho…
Uncertainty Quantification for Transformer Models for Dark-Pattern Detection
Javier Muñoz, Ãlvaro Huertas-GarcÃa, Carlos MartÃ-González +1
The opaque nature of transformer-based models, particularly in applications susceptible to unethical practices such as dark-patterns in user interfaces, requires models that integr…
DETECTA 2.0: Research into non-intrusive methodologies supported by Industry 4.0 enabling technologies for predictive and cyber-secure maintenance in SMEs
Ãlvaro Huertas-GarcÃa, Javier Muñoz, Enrique De Miguel Ambite +2
The integration of predictive maintenance and cybersecurity represents a transformative advancement for small and medium-sized enterprises (SMEs) operating within the Industry 4.0…