Survey Article: Inter Coder Agreement for Computational Linguistics
This article is a survey of methods for measuring agreement among corpus annotators. It exposes the mathematics and underlying assumptions of agreement coefficients, covering Krippendorff's alpha as well as Scott's pi and Cohen's kappa; discusses the use of coefficients in several annotation tasks; and argues that weighted, alpha like coefficients, traditionally less used than kappa like measures in computational linguistics, may be more appropriate for many corpus annotation tasksbut that their use makes the interpretation of the value of the coefficient even harder.
CL