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What is E-commerce Product Classification Techniques about?

This document proposes new techniques for product classification in e-commerce using distributional semantics. It introduces a new distributional representation for documents that addresses issues with existing bag-of-words and paragraph vector approaches. It also develops a two-level ensemble classification approach utilizing path-wise, node-wise and depth-wise classifiers to improve product taxonomy prediction. Experimental results on e-commerce datasets demonstrate the effectiveness of the distributional

Author

José Dourado

Language

EN