8 citations · 11 across the 4 of their papers we have counts for
4 papers
Modeling of learning curves with applications to pos tagging
Manuel Vilares Ferro, Victor M. Darriba Bilbao, Francisco J. Ribadas Pena
An algorithm to estimate the evolution of learning curves on the whole of a training data base, based on the results obtained from a portion and using a functional strategy, is int…
Surfing the modeling of PoS taggers in low-resource scenarios
Manuel Vilares Ferro, Víctor M. Darriba Bilbao, Francisco J. Ribadas-Pena +1
The recent trend towards the application of deep structured techniques has revealed the limits of huge models in natural language processing. This has reawakened the interest in tr…
Improving Large-Scale k-Nearest Neighbor Text Categorization with Label Autoencoders
Francisco J. Ribadas-Pena, Shuyuan Cao, Víctor M. Darriba Bilbao
In this paper, we introduce a multi-label lazy learning approach to deal with automatic semantic indexing in large document collections in the presence of complex and structured la…
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish
Francisco J. Ribadas-Pena, Shuyuan Cao, Elmurod Kuriyozov
In this paper, we describe our participation in the MESINESP Task of the BioASQ biomedical semantic indexing challenge. The participating system follows an approach based solely on…