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cs.CL2021★ 25 cited
Structural block driven - enhanced convolutional neural representation for relation extraction
Dongsheng Wang, Prayag Tiwari, Sahil Garg +2
In this paper, we propose a novel lightweight relation extraction approach of structural block driven - convolutional neural learning. Specifically, we detect the essential sequent…
cs.CL2018
Stochastic Learning of Nonstationary Kernels for Natural Language Modeling
Sahil Garg, Greg Ver Steeg, Aram Galstyan
Natural language processing often involves computations with semantic or syntactic graphs to facilitate sophisticated reasoning based on structural relationships. While convolution…