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This paper explores agile corpus annotation methodologies for CVs, comparing traditional and iterative approaches, aiming to improve annotation quality and efficiency.
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Agile corpus annotation refers to the process of labeling and categorizing data within a dynamic and flexible framework, often used in machine learning and natural language processing to prepare datasets for training algorithms.
Entities or individuals engaged in projects that involve machine learning or data analysis are typically required to file agile corpus annotation, especially when working with large datasets that need proper labeling.
To fill out agile corpus annotation, one must gather the data to be annotated, choose the appropriate annotation tools, define the labels or categories, and then systematically apply these labels to the data while maintaining clear documentation of the process.
The purpose of agile corpus annotation is to enhance the quality and utility of datasets by providing meaningful labels that improve the accuracy of machine learning models and facilitate better understanding of the data.
The information that must be reported on agile corpus annotation typically includes the type of data annotated, annotation methodology used, details of the annotators, quality assurance processes, and any observed issues during the annotation process.
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