paper-reviewer

To fact-check drafted academic sections, provide the drafted text alongside the original YAML plan and synthesized analysis to cross-verify technical claims, metrics, and references. This strict cross-checking with source data prevents hallucinations and ensures rigorous factual alignment across citations and figures.

The best way to enforce ESWA-compliant tone and structure is through automated peer-review verification. This process enforces required formatting and citation style while cross-checking claims with source data, ensuring formal tone across citations and figures in research manuscripts.

To prevent hallucinations in drafted academic reports, perform strict cross-checking of claims with source data. By validating drafted prose against the original YAML plan and synthesized analysis, you can prevent factual inconsistencies and ensure rigorous factual alignment.

Yes, this peer-review workflow works directly with YAML plans for research documentation. It revises and validates drafted academic sections against the original YAML plan and synthesized analysis to ensure factual alignment and formal tone.

The limitations of automated fact-checking for academic drafts include the strict requirement for original YAML plans and synthesized analysis data. Without providing these specific source inputs, the system cannot perform cross-checking of claims or enforce ESWA-compliant tone and structure.