Quality Assurance of Automatic Annotation of Very Large Corpora: a Study based on heterogeneous Tagging System

Presented at: The Sixth International Language Resources and Evaluation Conference (LREC2008)

by Chu-Ren Huang, Lung-Hao Lee, Jia-Fei Hog, Wei-guang Qu, Shiwen Yu

Webpage: http://www.lrec-conf.org/proceedings/lrec2008/pdf/686_paper.pdf
Webpage: http://www.lrec-conf.org/proceedings/lrec2008/summaries/686.html

We propose a set of heuristics for improving annotation quality of very large corpora efficiently. The Xinhua News portion of the Chinese Gigaword Corpus was tagged independently with both the Peking University ICL tagset and the Academia Sinica CKIP tagset. The corpus-based POS tags mapping will serve as the basis of the possible contrast in grammatical systems between PRC and Taiwan. And it can serve as the basic model for mapping between the CKIP and ICL tagging systems for any data.

Keywords: Corpus (creation, annotation, etc.), Lexicon, lexical database, Tagging, Linguistics


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