Paper Citation Record · LEDGER

Visual Access Boundaries in Vision-Language Model Reasoning

As of 21 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2607.12815.

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

pith.paper-citation-record.v1
2607.12815 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:24:29.865289Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

22 of 22 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ab637ef-2e2c-4309-8082-436d893e5348 · outbound

This paper cites Hidden in plain sight: VLMs overlook their visual representations.

Visual Access Boundaries in Vision-Language Model Reasoning Hidden in plain sight: VLMs overlook their visual representations

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:27.325903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86b99209-9e10-414b-ada0-8b73ec0fbf6f · outbound

This paper cites The Llama 3 Herd of Models.

Visual Access Boundaries in Vision-Language Model Reasoning The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:27.684742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f069232-2fc6-490e-bc39-ed4e1bfda74f · outbound

This paper cites Measuring Faithfulness in Chain-of-Thought Reasoning.

Visual Access Boundaries in Vision-Language Model Reasoning Measuring Faithfulness in Chain-of-Thought Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:28.082474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e7db585-cffd-40c5-bfc0-4fc0913ee509 · outbound

This paper cites Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study.

Visual Access Boundaries in Vision-Language Model Reasoning Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:28.174746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d690a40-c96d-402f-a155-3180290068c3 · outbound

This paper cites Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory.

Visual Access Boundaries in Vision-Language Model Reasoning Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:28.324742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d0856dd-7956-4a5a-b24f-4a218373a933 · outbound

This paper cites Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting.

Visual Access Boundaries in Vision-Language Model Reasoning Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:28.514743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ee309ca-7383-4054-bc26-01581fd9f8c8 · outbound

This paper cites an unresolved cited work.

Visual Access Boundaries in Vision-Language Model Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:28.634750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d07fa59e-6f8d-4f08-aef1-664a84ff5b83 · outbound

This paper cites Grounded Chain-of-Thought for Multimodal Large Language Models.

Visual Access Boundaries in Vision-Language Model Reasoning Grounded Chain-of-Thought for Multimodal Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:28.750079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cccbf46-ee10-4923-897e-93f11be2c53e · outbound

This paper cites IKOD: Mitigating Visual Attention Degradation in Large Vision-Language Models.

Visual Access Boundaries in Vision-Language Model Reasoning IKOD: Mitigating Visual Attention Degradation in Large Vision-Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:28.914749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3b6a2db-9f62-4656-9d02-1af7581f551f · outbound

This paper cites Introducing Visual Perception Token into Multimodal Large Language Model.

Visual Access Boundaries in Vision-Language Model Reasoning Introducing Visual Perception Token into Multimodal Large Language Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:29.245780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7c1a778-abdf-4e96-b4c4-da4ec616abda · outbound

This paper cites an unresolved cited work.

Visual Access Boundaries in Vision-Language Model Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:29.393679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8748d5d4-adf1-4b04-80ef-6a9e769d54bd · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Visual Access Boundaries in Vision-Language Model Reasoning InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:29.537189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 460f5360-033a-4eba-911c-8e7c45aee9cd · outbound

This paper cites Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models.

Visual Access Boundaries in Vision-Language Model Reasoning Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:29.678069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c7f837c-c7e0-4bfb-ad80-8590771416c0 · outbound

This paper cites We denote the corresponding CoT-side boundaries by ℓ∗ CoT and ℓ∗ DA, respectively, and report shifts relative to the Direct boundaryℓ∗ D following Eq.

Visual Access Boundaries in Vision-Language Model Reasoning We denote the corresponding CoT-side boundaries by ℓ∗ CoT and ℓ∗ DA, respectively, and report shifts relative to the Direct boundaryℓ∗ D following Eq

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:29.865289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd31ca40-85cc-4072-a324-a434d63366c2 · outbound

This paper cites Understanding intermediate layers using linear classifier probes.

Visual Access Boundaries in Vision-Language Model Reasoning Understanding intermediate layers using linear classifier probes

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:26.784742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11a64650-03dd-4d43-bce7-7c9b4a507792 · outbound

This paper cites CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning.

Visual Access Boundaries in Vision-Language Model Reasoning CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:27.792154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9573295-1f5c-4545-a22b-ab3d0cd93718 · outbound

This paper cites an unresolved cited work.

Visual Access Boundaries in Vision-Language Model Reasoning Unresolved cited work

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:27.434878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4a84307-c14f-4b21-a92a-f3c73faa86c2 · outbound

This paper cites Locating and Editing Factual Associations in GPT.

Visual Access Boundaries in Vision-Language Model Reasoning Locating and Editing Factual Associations in GPT

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:28.404744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54940c80-306f-4087-8e4c-3938e73a57e5 · outbound

This paper cites Eliciting Latent Predictions from Transformers with the Tuned Lens.

Visual Access Boundaries in Vision-Language Model Reasoning Eliciting Latent Predictions from Transformers with the Tuned Lens

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:27.188310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8984636-5460-480a-ae89-64911d16dc79 · outbound

This paper cites Qwen2.5-VL Technical Report.

Visual Access Boundaries in Vision-Language Model Reasoning Qwen2.5-VL Technical Report

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:26.894776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95b3dbb1-3004-40aa-98b3-a93a6e567c4a · outbound

This paper cites Qwen2.5-VL Technical Report.

Visual Access Boundaries in Vision-Language Model Reasoning Qwen2.5-VL Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:27.024869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4adfd617-66cd-4bb3-870a-37657d71a07b · outbound

This paper cites Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs.

Visual Access Boundaries in Vision-Language Model Reasoning Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:27.922484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.