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Computational Linguistics and Intelligent Text Processing, edited by Alexander F. Gelbukh, contains invited papers and a selection of regular papers accepted for presentation during 12th International Conference CICLing 2011, which took place in Tokyo, February 20-26, 2011. Since 2001, the proceedings of the CICLing conferences have been published in Springer’s Lecture Notes in Computer Science book series.