Back to Academy
Relevance 8/10Safety and PolicyIntermediate6 min read
Self-Harm Labeling
Self-harm labeling identifies risk-related content and intent levels.
Why it matters for annotators
Accurate labeling is high-risk and requires strict policy adherence.
Visual mental model
Message -> risk signal -> urgency/severity class.
Examples (bad vs good)
Scenario: Real annotation scenario involving Self-Harm Labeling
Bad: Labeling quickly without applying project rubric.
Good: Applying rubric criteria, documenting rationale, and escalating uncertainty.
Common mistakes
- Skipping guideline details for edge cases.
- Applying inconsistent criteria across similar samples.
- Avoiding escalation even when uncertain.
Submission checklist
- Read the latest guideline update before each batch.
- Apply rubric dimensions explicitly in each decision.
- Escalate ambiguous items with concise rationale.