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Document Parser Benchmark

by iMerit Inc

October 4, 2026 - October 30, 2026United States

Document QA Reviewer (Pairwise Evaluation)

Title: Document QA Reviewer – Comparative Evaluation Type: Freelance / Remote (Flexible hours) Level: CEFR B2–C1 (Upper-Intermediate/Advanced)

Summary:

Perform independent, side-by-side comparative evaluations of document extraction outputs against source files. You will assess layout fidelity, table structure, text accuracy, and draft concise justifications for the winning output.

Key Responsibilities:

Compare source documents against two extraction parses to verify text, columns, and tables.

Audit auto-highlighted discrepancies and detect omissions, hallucinations, or misalignments.

Decide winning parse or tie based on error severity and downstream usability.

Draft concise 1–3 sentence rationales justifying each decision.

Requirements:

B2/C1 English proficiency with clear, coherent written communication.

High comfort reading dense documents, nested tables, forms, and basic math symbols.

Sharp attention to detail (alphanumeric strings, punctuation, dates, units).

Critical thinking to evaluate functional data utility over minor cosmetic shifts.

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