Citation review
The Transformer uses multi-head attention. \cite{vaswani2017attenton}
Transformer (big) achieves 29.4 BLEU on EN-DE newstest2014. \cite{vaswani2017attention}
The sample cites the 2020 superconductivity report. \cite{dias2020}
Check citations and reported numbers.
Review the source before making a change.
The Transformer uses multi-head attention. \cite{vaswani2017attenton}
Transformer (big) achieves 29.4 BLEU on EN-DE newstest2014. \cite{vaswani2017attention}
The sample cites the 2020 superconductivity report. \cite{dias2020}
Teaching sample with intentional errors. Review the source before applying a preview change.
The original sample finding, values and source receipt stay together.
29.4 / 28.4 BLEU / 1 BLEU difference
Download sample evidence JSONTeaching sample with intentional citation and transcription errors. Public source facts cross-checked 2026-10-14. No new experiments are reported.
Vaswani et al., NeurIPS 2017 / 1706.03762v7 / DOI 10.48550/arXiv.1706.03762. Transformer (big), English-to-German, newstest2014, BLEU.
Read the original paperThis preview uses reviewed partial source evidence. It makes no cloud verification calls and edits no workspace manuscript.
The editors of Nature wish to retract this paper.
All authors disagree with this decision.
Publisher notice / DOI 10.1038/s41586-022-05294-9Original paper DOIParsing runs locally. Isolated claims may use cloud verification. No model training on drafts.
Data handlingOpen → Inspect → Review → Export
LaTeX and BibTeX provide editable source and citation keys. PDFs can be inspected through extracted text; a PDF finding does not imply a safe source-code edit.
Formats and limitationsThe sample workbench opens without an account. Paid plans require sign-in so the purchase can be linked to your account.
Try the sampleSource access and feature availability vary. The public sample uses reviewed sources. Cloud verification and deeper search have limited availability; unavailable sources need manual review.
Source coverageDraft parsing runs in your browser. Isolated claims may use cloud verification. Local recovery data can remain after a tab closes. Manuscript drafts are not used for model training.
Data handling