Ripple Down Rules for Part-of-Speech Tagging

@inproceedings{Nguyen2011RippleDR,
  title={Ripple Down Rules for Part-of-Speech Tagging},
  author={Dat Quoc Nguyen and Dai Quoc Nguyen and Son Bao Pham and Dang Duc Pham},
  booktitle={CICLing},
  year={2011}
}
This paper presents a new approach to learn a rule based system for the task of part of speech tagging. Our approach is based on an incremental knowledge acquisition methodology where rules are stored in an exception-structure and new rules are only added to correct errors of existing rules; thus allowing systematic control of interaction between rules. Experimental results of our approach on English show that we achieve in the best accuracy published to date: 97.095% on the Penn Treebank… CONTINUE READING
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