Cooperation of evolutionary and statistical PoS-tagging

Abstract

Part-of-Speech tagging which refers to assignment of syntactic categories to words is a fundamental task in Natural Language Processing (NLP). This paper presents a novel algorithm based on Bee Colony Optimization (BCO) for POS tagging. Experimental results indicate that the proposed algorithm outperforms the other evolutionary-based and tested classical Part-of-Speech -tagging approaches in terms of average accuracy.

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Cite this paper

@article{Forsati2012CooperationOE, title={Cooperation of evolutionary and statistical PoS-tagging}, author={Rana Forsati and Mehnroush Shamsfard}, journal={The 16th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP 2012)}, year={2012}, pages={446-451} }