Paper Citation Record · LEDGER

Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2503.02199.

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

pith.paper-citation-record.v1
2503.02199 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:57:50.355178Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

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 b0fa55a5-b713-49fc-9f3b-ff77372806c6 · inbound

Reinforcing VLMs to Use Tools for Detailed Visual Reasoning Under Resource Constraints cites this paper.

Reinforcing VLMs to Use Tools for Detailed Visual Reasoning Under Resource Constraints Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:57:50.355178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 921bb0d0-f044-467b-b493-b92e6524b6c4 · inbound

How Do Vision-Language Models Process Conflicting Information Across Modalities? cites this paper.

How Do Vision-Language Models Process Conflicting Information Across Modalities? Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:47:03.900892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f818ba9-efa0-41f6-a64f-7df6b755f483 · inbound

Innocence in the Crossfire: Roles of Skip Connections in Jailbreaking Visual Language Models cites this paper.

Innocence in the Crossfire: Roles of Skip Connections in Jailbreaking Visual Language Models Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T16:25:55.114952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 657d33d3-96b3-4675-bcd3-7d6e1fa4e4f6 · inbound

Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny Ability cites this paper.

Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny Ability Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T01:00:26.259597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38ae6aba-df00-41ad-8310-1b471635598f · inbound

Challenges in Understanding Modality Conflict in Vision-Language Models cites this paper.

Challenges in Understanding Modality Conflict in Vision-Language Models Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T11:26:17.339378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 073cb235-3660-4485-a335-80e01dbba94e · inbound

LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models cites this paper.

LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:15:50.361352Z

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.

Observation 3db06706-e5dd-47a6-bd64-883674fdd09b · inbound

Sci-Rho: A Multilingual Visually-Grounded Symbolic Benchmark for STEM Problems cites this paper.

Sci-Rho: A Multilingual Visually-Grounded Symbolic Benchmark for STEM Problems Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:47:22.881249Z

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.

Observation af8cdcdf-708e-4b3c-80ae-72edf47fa4cf · inbound

Devil in the Lens: Analyzing and Defending Physical Prompt Injection Against Vision-Language Models on Wearable Devices cites this paper.

Devil in the Lens: Analyzing and Defending Physical Prompt Injection Against Vision-Language Models on Wearable Devices Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T13:02:42.673767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.