2 papers
cs.CL2025
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML
Ernesto L. Estevanell-Valladares, Suilan Estevez-Velarde, Yoan Gutiérrez +2
Experts in machine learning leverage domain knowledge to navigate decisions in model selection, hyperparameter optimization, and resource allocation. This is particularly critical…
cs.CL2025
From Text to Graph: Leveraging Graph Neural Networks for Enhanced Explainability in NLP
Fabio Yáñez-Romero, Andrés Montoyo, Armando Suárez +2
Researchers have relegated natural language processing tasks to Transformer-type models, particularly generative models, because these models exhibit high versatility when performi…