QuanReview: Offline, Auditable Reconciliation of Human and LLM Span Annotations

arXiv:2609.35685 · cs.CL · Submitted 2026-09-28 · Read on arXiv

cs.CL

Submitted: 2026-09-28

Updated: 2026-09-28

Code: https://github.com/mattemusacchio/quanreview

Terminology

• Alignment — 5× in this paper · explained in 1 episode
• Benchmark — 4× in this paper · explained in 2 episodes
• Redundancy — 4× in this paper · explained in 2 episodes
• Annotator Agreement — 2× in this paper · explained in 1 episode
• Consistency — 2× in this paper · explained in 3 episodes
• Core — 2× in this paper · explained in 2 episodes
• Affordance — 1× in this paper · explained in 1 episode
• Hallucination — 1× in this paper · explained in 3 episodes
• Provenance — 1× in this paper · explained in 3 episodes

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