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Document Network Projection in Pretrained Word Embedding Space

We present Regularized Linear Embedding (RLE), a novel method that projects a collection of linked documents (e.g., citation network) into a pretrained word embedding space. In addition to the textual content, we leverage a matrix of pairwise similarities providing complementary information (e.g., t...

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Detalles Bibliográficos
Autores principales: Gourru, Antoine, Guille, Adrien, Velcin, Julien, Jacques, Julien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148102/
http://dx.doi.org/10.1007/978-3-030-45442-5_19