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

Tseng, Tina, Stent, Amanda, Maida, Domenic

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.

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