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Integrity report for No Hard Negatives Required: Concept Centric Learning Leads to Compositionality without Degrading Zero-shot Capabilities of Contrastive Models

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

arXiv:2603.25722 · pith:2026:2O3HS3KSWL2ASXMZAMF6XFEWST

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Paper page arXiv integrity.json bundle.json

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Signed record

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