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Paper Citation Record · LEDGER

Cross-Task Defense: Instruction-Tuning LLMs for Content Safety

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.15202.

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

pith.paper-citation-record.v1
2405.15202 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:19:34.387959Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T06:16:19.390415Z

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 e8ff0b19-1328-404f-a242-f4a212e99ab0 · inbound

Large Language Model Safety: A Holistic Survey cites this paper.

Large Language Model Safety: A Holistic Survey Cross-Task Defense: Instruction-Tuning LLMs for Content Safety

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T05:19:34.382534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:19:34.382534Z digest=sha256:5571f513555ca72f5dd36855330ed08d4547e00fc6f8dc437f247df7fd3b7269

Observation f588d470-12d5-4422-a043-f1a8e83a06c1 · inbound

Large Language Model Safety: A Holistic Survey cites this paper.

Large Language Model Safety: A Holistic Survey Cross-Task Defense: Instruction-Tuning LLMs for Content Safety

Reference 13

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T05:19:34.859153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:19:34.387959Z digest=sha256:84014dcb81881f17b4a832fa12b2d40302018201cd4811d05b47f29c09a948e3

Observation fc437b38-c7f0-44d9-9a3f-f019cf882af7 · inbound

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses cites this paper.

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses Cross-Task Defense: Instruction-Tuning LLMs for Content Safety

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-04T09:25:40.395617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:25:40.395617Z digest=sha256:4ea92d0a421814d582c458546c42d9c5d16c49389552fed40fef4b76139cb998