Multiscale Laplacian graph kernel combined with lexico-syntactic patterns for biomedical event extraction from literature
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DOI: 10.1007/s10115-020-01514-8
Abstract: Bio-event extraction is an extensive research area in the field of biomedical text mining, this focuses on elaborating relationships between biomolecules and can provide various aspects of their nature. Bio-event extraction plays a vital role… read more here.
Keywords: laplacian graph; multiscale laplacian; graph kernel; event ... See more keywords
HpLapGCN: Hypergraph p-Laplacian graph convolutional networks
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DOI: 10.1016/j.neucom.2019.06.068
Abstract: Abstract Currently, the representation learning of a graph has been proved to be a significant technique to extract graph structured data features. In recent years, many graph representation learning (GRL) algorithms, such as Laplacian Eigenmaps… read more here.
Keywords: hypergraph laplacian; convolutional networks; graph convolutional; graph ... See more keywords