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Paper Citation Record · LEDGER

DASH: Detection and Assessment of Systematic Hallucinations of VLMs

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.23573.

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

pith.paper-citation-record.v1
2503.23573 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:22:34.479735Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:26:02.959677Z

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 66635e0c-7215-4245-ad9a-66b169405424 · inbound

RePOPE: Impact of Annotation Errors on the POPE Benchmark cites this paper.

RePOPE: Impact of Annotation Errors on the POPE Benchmark DASH: Detection and Assessment of Systematic Hallucinations of VLMs

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-16T11:22:34.479735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:22:34.479735Z digest=sha256:9dc66922f0d2956c4aa1e949c2945e1fc19653db53fb2b9f78308d5733e387cc

Observation a7529d71-6eff-45dd-a63d-30003c497670 · inbound

Improving Knowledge Distillation Under Unknown Covariate Shift Through Confidence-Guided Data Augmentation cites this paper.

Improving Knowledge Distillation Under Unknown Covariate Shift Through Confidence-Guided Data Augmentation DASH: Detection and Assessment of Systematic Hallucinations of VLMs

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T11:35:15.796018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:35:15.796018Z digest=sha256:5544feac9ab1db43dadb81e12fedc63111b906a4c1a82ec8c89c8d869b696cd6

Observation 8b5e994d-e52e-45b1-89ec-a0e8d6f17a85 · inbound

Position: Reasoning After Perception Means Reasoning Without Vision cites this paper.

Position: Reasoning After Perception Means Reasoning Without Vision DASH: Detection and Assessment of Systematic Hallucinations of VLMs

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:26:02.963475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T15:26:00.408973Z digest=sha256:57233a89918c0c8789b5ff74fd38f2192bebd5c4da493eb5970327122a1cf8db

Observation 1693eb2d-cf39-41c4-ad17-b9fe410ec8dc · inbound

Measuring Epistemic Humility in Multimodal Large Language Models cites this paper.

Measuring Epistemic Humility in Multimodal Large Language Models DASH: Detection and Assessment of Systematic Hallucinations of VLMs

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-04T18:49:39.337652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T18:49:39.337652Z digest=sha256:0c1097238b384b602a46951b9e0b14aa9be9d84f5d64a63612c0eae9affd5ab0