6 papers
Graph-Enhanced Model-Free Reinforcement Learning Agents for Efficient Power Grid Topological Control
Eloy Anguiano Batanero, Ãngela Fernández, Ãlvaro Barbero
The increasing complexity of power grid management, driven by the emergence of prosumers and the demand for cleaner energy solutions, has needed innovative approaches to ensure sta…
ClinText-SP and RigoBERTa Clinical: a new set of open resources for Spanish Clinical NLP
Guillem GarcÃa Subies, Ãlvaro Barbero Jiménez, Paloma MartÃnez Fernández
We present a novel contribution to Spanish clinical natural language processing by introducing the largest publicly available clinical corpus, ClinText-SP, along with a state-of-th…
RigoChat 2: an adapted language model to Spanish using a bounded dataset and reduced hardware
Gonzalo SantamarÃa Gómez, Guillem GarcÃa Subies, Pablo Gutiérrez Ruiz +10
Large Language Models (LLMs) have become a key element of modern artificial intelligence, demonstrating the ability to address a wide range of language processing tasks at unpreced…
MEL: Legal Spanish Language Model
David Betancur Sánchez, Nuria Aldama GarcÃa, Ãlvaro Barbero Jiménez +7
Legal texts, characterized by complex and specialized terminology, present a significant challenge for Language Models. Adding an underrepresented language, such as Spanish, to the…
3CEL: A corpus of legal Spanish contract clauses
Nuria Aldama GarcÃa, Patricia Marsà Morales, David Betancur Sánchez +5
Legal corpora for Natural Language Processing (NLP) are valuable and scarce resources in languages like Spanish due to two main reasons: data accessibility and legal expert knowled…
An evaluation of LLM code generation capabilities through graded exercises
Ãlvaro Barbero Jiménez
Large Language Models have shown prominent capabilities in generating functional code from natural language descriptions. However, a standardized way to evaluate these capabilities…