Automatic extension of corpora from the intelligent ensembling of eHealth knowledge discovery systems outputs

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Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Alejandro Piad-Morffis, Yudivián Almeida-Cruz, Manuel Palomar

Published: 01 Jan 2021, Last Modified: 12 Feb 2025J. Biomed. Informatics 2021EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Definition of an ensembler method made of several pipelined techniques.•Development of the eHealth-KD 2019 ensembled corpus made of health related sentences.•Combination of information extraction systems to improve overall performance.•Optimization of ensembling configurations according to a reference collection.