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Paper Citation Record · LEDGER

De-amplifying Bias from Differential Privacy in Language Model Fine-tuning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2402.04489.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2402.04489 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:03:13.281563Z

measured 0 of 1 external citation measurements

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 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.

source=arxiv_source observed=2026-08-04T17:03:13.281563Z digest=sha256:2b5ec2da7ec8f6f0a566634cb60554f1f679e4a3d1e2cc6b55bdb9a154103a79

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-13T03:19:53.871506Z digest=sha256:a9840b5a1fd7c3ac748a7f0fc640ec3504efb6bdef706174d40e5ebf6fcc6ae1