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cs.CL2019★ 1 cited
Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification
Yingbo Gao, Christian Herold, Weiyue Wang +1
Prominently used in support vector machines and logistic regressions, kernel functions (kernels) can implicitly map data points into high dimensional spaces and make it easier to l…
cs.CL2019
uniblock: Scoring and Filtering Corpus with Unicode Block Information
Yingbo Gao, Weiyue Wang, Hermann Ney
The preprocessing pipelines in Natural Language Processing usually involve a step of removing sentences consisted of illegal characters. The definition of illegal characters and th…