4 papers
Fine-Tuning Large Language Models for Automatic Detection of Sexually Explicit Content in Spanish-Language Song Lyrics
Dolores Zamacola Sánchez de Lamadrid, Eduardo C. Garrido-Merchán
The proliferation of sexually explicit content in popular music genres such as reggaeton and trap, consumed predominantly by young audiences, has raised significant societal concer…
Intersectional Data and the Social Cost of Digital Extraction: A Pigouvian Surcharge
Eduardo C. Garrido-Merchán
Contemporary digital capitalism relies on the large-scale extraction and commodification of personal data. Far from revealing isolated attributes, such data increasingly exposes in…
GOFAI meets Generative AI: Development of Expert Systems by means of Large Language Models
Eduardo C. Garrido-Merchán, Cristina Puente
The development of large language models (LLMs) has successfully transformed knowledge-based systems such as open domain question nswering, which can automatically produce vast amo…
Information-theoretic Bayesian Optimization: Survey and Tutorial
Eduardo C. Garrido-Merchán
Several scenarios require the optimization of non-convex black-box functions, that are noisy expensive to evaluate functions with unknown analytical expression, whose gradients are…