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Paper Citation Record · LEDGER

CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2408.10433.

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

pith.paper-citation-record.v1
2408.10433 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 2026-08-07T14:49:59.501257Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T04:40:52.938072Z

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 6a01c689-0a65-4792-a615-43632b72ecfa · inbound

Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding cites this paper.

Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-07T14:49:59.501257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:49:59.501257Z digest=sha256:f697fbb2c664ac754011a6aaddc80f9b5b50e9e9c87c216ec5ff1140c7656184

Observation e80fe90f-eb56-4a2a-ad73-9dc5113bdcd4 · inbound

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale cites this paper.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.688107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.688107Z digest=sha256:a364cb9080bf87ef5692e5a0ec198484a6b2e6b05597ca07b8a327db9460b47c

Observation 401cf949-c917-4b04-acf3-493a219529fc · inbound

Energy-Guided Decoding for Object Hallucination Mitigation cites this paper.

Energy-Guided Decoding for Object Hallucination Mitigation CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T18:39:29.087461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:39:29.087461Z digest=sha256:5da42d15e808d42c1ad9bb0b06c3c2f60663ec161bf019af707edb9f5cd1205c

Observation c0777f18-fd1f-40f2-a272-c506ba2c871e · inbound

NoisyGRPO: Incentivizing Multimodal CoT Reasoning via Noise Injection and Bayesian Estimation cites this paper.

NoisyGRPO: Incentivizing Multimodal CoT Reasoning via Noise Injection and Bayesian Estimation CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-18T04:40:52.940437Z

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=2026-05-18T04:39:58.296388Z digest=sha256:dd0241c5b9af247cb5edcd90c57b38896c167b4c3da5269eb61c77174b65ab24

Observation ccc2cff0-a9e8-4675-b4bb-8d0cbf3e13b0 · inbound

S2H-DPO: Hardness-Aware Preference Optimization for Vision-Language Models cites this paper.

S2H-DPO: Hardness-Aware Preference Optimization for Vision-Language Models CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs

Reference 66

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T05:41:02.277080Z

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=2026-05-10T05:38:01.208136Z digest=sha256:73b60bedb6fa27df5cbf14ec51f58dfc2aa37df3c89c67233f66da956c076085