Integrity report for From TF-IDF to Transformers: A Comparative and Ensemble Approach to Sentiment Classification

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

arXiv:2605.22003 · pith:2026:VDLUFYTX3TQZVFYRPNB55QTZFE

0Critical

0Advisory

7Detectors run

2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-06-05 08:06:10.179310+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-06-03 10:23:06.363784+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-29 05:41:22.323067+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-27 15:24:30.468899+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-25 01:50:23.020240+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-24 17:50:12.421048+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 14:52:57.235188+00:00

Findings

No public integrity findings for this paper.

Signed record

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