Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness?
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2112.11668.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:50:22.664538Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T18:46:52.316056Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 3f9fdf38-eba1-4643-b126-fe19fd6871ac · inbound
Leveraging Transfer Learning to Overcome Data Limitations in Czochralski Crystal Growth cites this paper.
Leveraging Transfer Learning to Overcome Data Limitations in Czochralski Crystal Growth How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness?
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:50:22.664538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fb2a085-45bf-467b-b2aa-1cfc734151b8 · inbound
Pay Attention to Attention Distribution: A New Local Lipschitz Bound for Transformers cites this paper.
Pay Attention to Attention Distribution: A New Local Lipschitz Bound for Transformers How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness?
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T18:46:52.322276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.