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International Conference on Semantic Computing (ICSC 2007)
Reliability of human annotation of semantic roles in noisy text
Irvine, California
September 17-September 19
ISBN: 0-7695-2997-6
Derrick Higgins, Educational Testing Service, USA
This paper addresses the question of how to obtain consistent semantic annotation on the basis of a set of noisy texts. Many potential realworld applications of semantic computing are faced with the need to handle texts which are not well-edited, and for which a resource-intensive treebanking effort is not feasible.

Student-produced short answers contain many grammatical and lexical errors, making consistent annotation a challenge. Nevertheless, this paper demonstrates that semantic role annotation can be done in a consistent and useful manner even under these constraints.

Citation:
Derrick Higgins, "Reliability of human annotation of semantic roles in noisy text," icsc, pp.501-508, International Conference on Semantic Computing (ICSC 2007), 2007
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