Paper Citation Record · LEDGER

Probing Visual Language Priors in VLMs

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2501.00569.

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

pith.paper-citation-record.v1
2501.00569 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:08:55.401204Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T10:25:41.434828Z

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 80ddf2c3-e23b-4d9e-ae87-64799676cff7 · inbound

Watch Before You Answer: Learning from Visually Grounded Post-Training cites this paper.

Watch Before You Answer: Learning from Visually Grounded Post-Training Probing Visual Language Priors in VLMs

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:15:51.705102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b3af875-39f5-4443-8b22-0bf01ec91834 · inbound

Visual Semantic Entropy: Do Vision Language Models Recognize Visual Ambiguity? cites this paper.

Visual Semantic Entropy: Do Vision Language Models Recognize Visual Ambiguity? Probing Visual Language Priors in VLMs

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-01T10:25:41.436186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd8a364c-64c7-436e-80e7-67b0b3266a68 · inbound

Prior Bias in Vision Language Models on UML Diagram Interpretation cites this paper.

Prior Bias in Vision Language Models on UML Diagram Interpretation Probing Visual Language Priors in VLMs

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-12T06:36:12.761601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb588c93-0540-4aff-9b92-5221881b9536 · inbound

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA cites this paper.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Probing Visual Language Priors in VLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.622982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f4789cd-cf56-4c31-b1c5-a1a7a5658459 · inbound

Seeing What Is Actually There: PriVE-Bench and PriVE-Tools for Counterfactual Evaluation of Agentic Visual Evidence in VLMs cites this paper.

Seeing What Is Actually There: PriVE-Bench and PriVE-Tools for Counterfactual Evaluation of Agentic Visual Evidence in VLMs Probing Visual Language Priors in VLMs

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T06:18:15.940213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a426a8-a788-4179-b77c-8dd0a36467c8 · inbound

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes cites this paper.

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes Probing Visual Language Priors in VLMs

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T11:55:28.014754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21adf7ea-6f47-4b01-9be0-e24467a7b589 · inbound

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes cites this paper.

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes Probing Visual Language Priors in VLMs

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-08T17:08:55.401204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.