Using machine learning to maintain rule-based named-entity recognition and classification systems

ACL, pp. 426-433, 2001.

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Keywords:
classification systemseparate systemmachine learningrule-based systemmanual taggingMore(7+)

Abstract:

This paper presents a method that assists in maintaining a rule-based named-entity recognition and classification system. The underlying idea is to use a separate system, constructed with the use of machine learning, to monitor the performance of the rule-based system. The training data for the second system is generated with the use of t...More

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