Identifying and Annotating Rare Edge Cases to Improve Model Robustness

2 days ago • 5 min read

Annotating Low-Resource Languages: Building NLP Datasets from Scratch

4 days ago • 6 min read

Crowdsourcing Annotation: Managing Large Distributed Teams

5 days ago • 9 min read

PR-Compliant Data Annotation: Safeguarding User Privacy

9 days ago • 6 min read

Implementing Semi-Automated Labeling: Balancing Speed and Accuracy

11 days ago • 5 min read

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

13 days ago • 11 min read

Counterfactual Annotation: Creating 'What-If' Data for Model Analysis

14 days ago • 6 min read

Benchmarking Annotation Quality: Setting Industry-Standard KPIs

18 days ago • 7 min read

Curation for Pretraining: Annotating Data for Large Foundation Models

20 days ago • 10 min read

Sentiment Annotation: Turning Unstructured Text into Actionable Insights

23 days ago • 7 min read