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Paper Citation Record · LEDGER

CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2409.11365.

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

pith.paper-citation-record.v1
2409.11365 v2

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 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:18:40.396841Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T21:19:28.901711Z

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 5079de70-61dd-4254-ac2f-b61965ca6ff2 · inbound

A Survey on Training-free Alignment of Large Language Models cites this paper.

A Survey on Training-free Alignment of Large Language Models CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:19:29.082124Z

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=2026-08-05T21:18:40.396841Z digest=sha256:921a5b52d2c6ba58e403a1d49a8ac4cf559480a1ad4195a3ab6825ece95bb47a

Observation f716258f-8735-4fd2-a4f9-4205aa24e40e · inbound

Attention Misses Visual Risk: Risk-Adaptive Steering for Multimodal Safety Alignment cites this paper.

Attention Misses Visual Risk: Risk-Adaptive Steering for Multimodal Safety Alignment CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-04T09:47:23.610335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:47:23.610335Z digest=sha256:b39b318e04d22352506687694290715adace7e88315b44bb01c60c97755b447c

Observation c4acb388-339a-4f8c-88f0-28e6484e4f21 · inbound

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs cites this paper.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-03T16:20:27.640231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T16:20:27.640231Z digest=sha256:6c56d1e4184df39a8362b1995008d20d1a04c49e2d7102a7555724b922192e17