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What is Dataset Annotation Quality Analysis about?

This document analyzes the quality management of dataset annotation in natural language processing, highlighting the importance of high-quality data for training machine learning models. It surveys existing literature on best practices for dataset creation and evaluates a corpus of 591 publications to assess how well these practices are implemented in reality. The findings indicate that while many datasets adhere to good quality management practices, significant issues remain, particularly in the areas of i

Author

bezauberndueberlegenerstorch

Language

EN