Citation Verification Task Evaluator

July 27, 2026
Application ends: October 25, 2026

Job Description

REQUIREMENTS

  • Prior evaluation, annotation, or human-rater experience on citation verification task evaluation or adjacent content for Citation Verification Task Evaluator work.
  • Comfort applying multi-page rubrics consistently across long batches.
  • Clear written reasoning that names the issue and the rubric clause being applied.
  • Strong attention to detail and the ability to flag when a prompt itself is the problem.
  • Reliable async availability for at least 10 hours per week.

RESPONSIBILITIES

  • Evaluate citation verification task evaluation model outputs against a versioned rubric and assign severity tags for Citation Verification Task Evaluator assignments.
  • Compare paired responses and pick the stronger answer with a written rationale.
  • Label hallucinations, instruction-following failures, and unsafe content with structured tags.
  • Capture ambiguous prompts and route them back to the program team for rubric updates.
  • Maintain reviewer-quality scores by calibrating against gold-standard examples each week.
  • Document recurring failure modes so the modeling team can target them in the next training run.

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