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SVD-CNN: A Convolutional Neural Network Model with Orthogonal Constraints Based on SVD for Context-Aware Citation Recommendation

Context-aware citation recommendation aims to automatically predict suitable citations for a given citation context, which is essentially helpful for researchers when writing scientific papers. In existing neural network-based approaches, overcorrelation in the weight matrix influences semantic simi...

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Vydáno v:Comput Intell Neurosci
Hlavní autoři: Tao, Shaoyu, Shen, Chaoyuan, Zhu, Li, Dai, Tao
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7603561/
https://ncbi.nlm.nih.gov/pubmed/33149736
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/5343214
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