Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning
As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2402.04489.
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 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T15:12:11.601702Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-13T03:22:10.152875Z
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 3abe65a0-9f0c-4f22-8ef4-9d2e7d7f9b62 · inbound
SoK: What Makes Private Learning Unfair? cites this paper.
SoK: What Makes Private Learning Unfair? De-amplifying Bias from Differential Privacy in Language Model Fine-tuning
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:12:11.601702Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2395c84-d411-4ba4-a34b-897a50626d50 · inbound
Differentially-private text generation degrades output language quality cites this paper.
Differentially-private text generation degrades output language quality De-amplifying Bias from Differential Privacy in Language Model Fine-tuning
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T17:03:13.281563Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb122faa-963d-4050-af2f-d2575671f39c · inbound
How Does Differential Privacy Affect Social Bias in LLMs? A Systematic Evaluation cites this paper.
How Does Differential Privacy Affect Social Bias in LLMs? A Systematic Evaluation De-amplifying Bias from Differential Privacy in Language Model Fine-tuning
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T03:22:10.155034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.