Detection of Errors and Correction
in Corpus Annotation
Detecting Errors in Semantic Annotation
Markus Dickinson and Chong Min Lee
Proceedings of the 6th Language Resources and Evaluation Conference (LREC 2008). Marrakech, Morocco.
We develop a method for detecting errors in semantic predicate-argument annotation, based on the variation n-gram error detection method. After establishing an appropriate data representation, we detect inconsistencies by searching for identical text with varying annotation. By remaining data-driven, we are able to detect inconsistencies arising from errors at lower layers of annotation.
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Bibtex entry:
@InProceedings{dickinson:lee:08, author = {Markus Dickinson and Chong Min Lee}, title = {Detecting Errors in Semantic Annotation}, booktitle = {Proceedings of the 6th Language Resources and Evaluation Conference (LREC 2008)}, address = {Marrakech, Morocco}, pages = {}, url = {\url{http://jones.ling.indiana.edu/~mdickinson/papers/dickinson-lee08.html}}, year = {2008} }