Integrity report for When Does Demographic Information Help? Data and Modeling Regimes for Perspective-Aware Hate Speech Detection

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.27313 · pith:2026:ZEOQ7CK3FU2ROEYSYQOQVIMS4P

0Critical

0Advisory

6Detectors run

2026-06-03Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-03 03:35:24.617322+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-06-01 09:07:16.308940+00:00

external_links completed v1.0.0 · findings 0 · 2026-05-27 17:31:45.893541+00:00

shingle_duplication skipped v0.1.0 · findings 0 · 2026-05-27 09:49:58.874565+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-27 03:50:18.629308+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-27 02:53:36.945278+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/ZEOQ7CK3/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.