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Computing semantic similarity of texts based on deep graph learning with ability to use semantic role label information

We propose a deep graph learning approach for computing semantic textual similarity (STS) by using semantic role labels generated by a Semantic Role Labeling (SRL) system. SRL system output has significant challenges in dealing with graph-neural networks because it doesn't have a graph structur...

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Detalles Bibliográficos
Autores principales: Mohebbi, Majid, Razavi, Seyed Naser, Balafar, Mohammad Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9428166/
https://www.ncbi.nlm.nih.gov/pubmed/36042274
http://dx.doi.org/10.1038/s41598-022-19259-5