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Inter-Annotator Agreement (IAA) is commonly used as a measure of label consistency in natural language processing tasks.
Data cleaning: Problems and current approaches
Rahm, E., Do, H. H., et al · 2000
Earlier work this paper cites.
Evaluating the impact of pre-annotation on annotation speed and potential bias: natural language processing gold standard development for clinical named entity recognition in clinical trial announcements
Lingren, T., Deleger, L., Molnar, K., Zhai, H., Meinzen-Derr, J., Kaiser, M., Stoutenborough, L., Li, Q., and Solti, I · 2014
Earlier work this paper cites.
Assessing inter-annotator agreement for translation error annotation
Lommel, A., Popovic, M., and Burchardt, A · 2014
Cited alongside, same era.
Inter-annotator agreement
Artstein, R · 2017
Cited alongside, same era.
Identifying annotator bias: A new irt-based method for bias identification
Amidei, J., Piwek, P., and Willis, A · 2020
Later among the works it cites.
Dmops: Data management operation and recipes
Choi, E. and Park, C · 2023
Closest in time.
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