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cs.CL2023
Parallel Tree Kernel Computation
Souad Taouti, Hadda Cherroun, Djelloul Ziadi
Tree kernels are fundamental tools that have been leveraged in many applications, particularly those based on machine learning for Natural Language Processing tasks. In this paper,…
cs.CL2023
New Linear-time Algorithm for SubTree Kernel Computation based on Root-Weighted Tree Automata
Ludovic Mignot, Faissal Ouardi, Djelloul Ziadi
Tree kernels have been proposed to be used in many areas as the automatic learning of natural language applications. In this paper, we propose a new linear time algorithm based on…