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Surfing the modeling of PoS taggers in low-resource scenarios
The recent trend towards the application of deep structured techniques has revealed the limits of huge models in natural language processing.
Improving Large-Scale k-Nearest Neighbor Text Categorization with Label Autoencoders
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 label vocabularies with high inter-label correlation.
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish
In this paper, we describe our participation in the MESINESP Task of the BioASQ biomedical semantic indexing challenge.
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