In this guest post, Superb AI discusses the importance of manual annotation or the direct involvement of human labelers and shares 4 great tips on how to write better annotation guidelines for human labelers. Letâs dive in! It goes without saying, that the quality of data used to train ML models is a primary determinant for how well theyâll ultimately perform, namely, how accurate they will or wonât be in carrying out their intended function. Acknowledging that significant factor â itâs no surprise that in recent years, ML dev teams are recognizing the need to optimize data labeling processes.
đ Guest post: How to Write Better AnnotationâŠ
In this guest post, Superb AI discusses the importance of manual annotation or the direct involvement of human labelers and shares 4 great tips on how to write better annotation guidelines for human labelers. Letâs dive in! It goes without saying, that the quality of data used to train ML models is a primary determinant for how well theyâll ultimately perform, namely, how accurate they will or wonât be in carrying out their intended function. Acknowledging that significant factor â itâs no surprise that in recent years, ML dev teams are recognizing the need to optimize data labeling processes.