A novel text classifier – based on quantum computation

Ding Liu, Xiaofang Yang and Minghu Jiang

The 51st Annual Meeting of the Association for Computational Linguistics - Short Papers (ACL Short Papers 2013)
Sofia, Bulgaria, August 4-9, 2013

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Abstract

In this article, we proposed a novel classifier based on quantum computation theory. Different from existing methods, we consider the classification as an evolution process of a physical system and build the classifier by using the basic quantum mechanics equation. The performance of the experiments on two datasets indicates feasibility and potentiality of the quantum classifier.

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