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Paper Citation Record · LEDGER

SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision

As of 7 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2508.03177.

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

pith.paper-citation-record.v1
2508.03177 v2

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:42:37.519456Z

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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

3 of 3 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cebea9eb-b56a-438f-a428-f5b58fdd0c7c · outbound

This paper cites Evaluating Object Hallucination in Large Vision-Language Models.

SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision Evaluating Object Hallucination in Large Vision-Language Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T04:42:37.375128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:42:37.375128Z digest=sha256:11cc659129b1bae6bb507b00273c0db06bebacef95f3f58addb5d6139b4ea122

Observation da85a673-badd-488b-9cf3-68b6f06b84f6 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 2023

Resolution
malformed identifier
no resolver link, observed 2026-08-06T04:42:37.519456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:42:37.519456Z digest=sha256:1e4aa753dcbfcd9463ccd484bbb1657daed6f09ed900bc82bea3564eaa0ab79a

Observation 56fe9606-cbb1-4eb2-9601-588ed72eff14 · outbound

This paper cites Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens.

SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T04:42:37.262710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:42:37.262710Z digest=sha256:59ddbf9754a3cec30f4b08d6c8f1f77fea9b80acff2afbdd4821700d654d6e0e

Pith citing papers

No inbound Pith citation observations are available.