论文标题
管理数据注释项目的最佳实践
Best Practices for Managing Data Annotation Projects
论文作者
论文摘要
注释是通过人类努力标记数据的标签。注释对于现代机器学习至关重要,彭博社开发了多年的大规模注释经验。该报告捕捉了彭博全球数据部30多个经验丰富的注释项目经理的应用注释项目的丰富智慧。
Annotation is the labeling of data by human effort. Annotation is critical to modern machine learning, and Bloomberg has developed years of experience of annotation at scale. This report captures a wealth of wisdom for applied annotation projects, collected from more than 30 experienced annotation project managers in Bloomberg's Global Data department.