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Paper Citation Record · LEDGER

Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2305.15594.

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

pith.paper-citation-record.v1
2305.15594 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:40:07.154939Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T01:27:31.067833Z

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 debb9a65-22f8-4bc3-9d91-f0ffe2a7fd45 · inbound

Verified Language Processing with Hybrid Explainability: A Technical Report cites this paper.

Verified Language Processing with Hybrid Explainability: A Technical Report Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T19:40:07.154939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:40:07.154939Z digest=sha256:a030f7599331eb346e580be946d92fa6e636cbded473f2e148b5c201998e0042

Observation 293c2375-ac38-4ea7-b110-d75818b03645 · inbound

Public Data Assisted Differentially Private In-Context Learning cites this paper.

Public Data Assisted Differentially Private In-Context Learning Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T17:28:48.235576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:28:48.235576Z digest=sha256:adfddc996ae47537657dc4c7b14425adc2bf526a6b851be83e6d8b954bdb7cc1

Observation 2801a007-e4b2-47be-9489-6329558bbf53 · inbound

Pop Quiz Attack: Black-box Membership Inference Attacks Against Large Language Models cites this paper.

Pop Quiz Attack: Black-box Membership Inference Attacks Against Large Language Models Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:26:09.116862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-08T09:14:12.034025Z digest=sha256:b2197c67435d148bf6e9a986ae69d6223d4473f7be085b417c8864e0f2164fe9

Observation 289efab6-98c7-4797-a607-83ea148674cd · inbound

Canonicalized Stable-List Replay for Private Federated Continual Learning over Language-Model Embeddings cites this paper.

Canonicalized Stable-List Replay for Private Federated Continual Learning over Language-Model Embeddings Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-07-01T19:16:01.060680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-28T22:53:45.967126Z digest=sha256:8e674bfc13bd5c2b0235a9b85d2673d77698c8ccc84a08f03bdbdb551de3633e

Observation 5ee1489a-026c-4f6a-a440-286f18bbb5c0 · inbound

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges cites this paper.

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models

Reference 40

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T01:27:31.069229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-27T16:33:28.848573Z digest=sha256:ec4f9d9d2283314e6d3c313581bd30dc4e40238eacb3dcdec49f8e34b57bf168