Correcting Syntactic Annotation Errors Using a Synchronous Tree Substitution Grammar

Correcting Syntactic Annotation Errors Using a Synchronous Tree Substitution Grammar
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DOI:
10.1587/transinf.e93.d.2660
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发表时间:
2010-09
期刊:
IEICE Trans. Inf. Syst.
影响因子:
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通讯作者:
Yoshihide Kato;S. Matsubara
Yoshihide Kato;S. Matsubara
中科院分区:
其他
文献类型:
--
作者:
Yoshihide Kato;S. Matsubara

文献摘要

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本文提出了一种树库标注错误的纠正方法。该方法通过使用同步文法,将包含注释错误的解析树转换为错误被纠正的解析树。从树库中自动归纳出同步文法。我们报告的实验结果,将我们的方法应用到宾夕法尼亚州树库。实验结果表明,该方法能够以较高的精度纠正句法标注错误。
This paper proposes a method of correcting annotation errors in a treebank. By using a synchronous grammar, the method transforms parse trees containing annotation errors into the ones whose errors are corrected. The synchronous grammar is automatically induced from the treebank. We report an experimental result of applying our method to the Penn Treebank. The result demonstrates that our method corrects syntactic annotation errors with high precision.