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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Bibliographic Details
Main Authors: Shaoyu Tao, Chaoyuan Shen, Li Zhu, Tao Dai
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2020/5343214