Human-in-the-Loop: Balancing Automation and Expert Labelers

24 days ago • 8 min read

Dataset Version Control: Tracking Changes and Ensuring Reproducibility

a month ago • 4 min read

Automating Annotation Quality Checks in CI/CD Pipelines

a month ago • 6 min read

Establishing Continuous Feedback Loops: Iteratively Improving Your Training Data

a month ago • 5 min read

Identifying and Annotating Rare Edge Cases to Improve Model Robustness

a month ago • 5 min read

Annotating Low-Resource Languages: Building NLP Datasets from Scratch

a month ago • 6 min read

Crowdsourcing Annotation: Managing Large Distributed Teams

a month ago • 9 min read

PR-Compliant Data Annotation: Safeguarding User Privacy

a month ago • 6 min read

Implementing Semi-Automated Labeling: Balancing Speed and Accuracy

a month ago • 5 min read

API-Driven Annotation: Integrating Open Source Tools into Your Stack

a month ago • 11 min read