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Paper Citation Record · LEDGER

The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2502.03628.

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

pith.paper-citation-record.v1
2502.03628 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 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 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:46:58.368000Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T10:27:56.148889Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
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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 4ae29dc1-ff06-4d7b-86d6-39e9960412c2 · inbound

Hallucination of Multimodal Large Language Models: A Survey cites this paper.

Hallucination of Multimodal Large Language Models: A Survey The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 108

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:33:33.958049Z

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.

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Observation a6b90a7f-732c-47cb-b351-cabaff831831 · inbound

Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information cites this paper.

Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T12:46:58.368000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:46:58.368000Z digest=sha256:3302bef109fc34ecfb53453cbfd8e57a3d9d745f4e4d2157e618ad3adc18094b

Observation e6114f00-c053-4fb8-a6a2-cc4b806b3095 · inbound

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models cites this paper.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T18:09:07.147109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:09:07.147109Z digest=sha256:48af6ed82bc6540a52d66c41c06515ac29f909028cae0efede3622a01c3076f4

Observation b9af43e8-bee4-4209-b5f7-5a00dc274fbc · inbound

Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision Language Models cites this paper.

Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-21T18:50:30.071256Z

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.

source=arxiv_source observed=2026-05-21T18:47:28.768554Z digest=sha256:bb34be1d213605feff0c27e66463cd3bf48fb35cf8c65986b3d1faa576b2b3e5

Observation b06e4a9a-2ee2-41a2-9e3a-d265978b9ab9 · inbound

From Weights to Activations: Is Steering the Next Frontier of Adaptation? cites this paper.

From Weights to Activations: Is Steering the Next Frontier of Adaptation? The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T12:55:24.636940Z

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.

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Observation b72afbc3-3a9b-497c-b602-12149dc3d6bf · inbound

Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models cites this paper.

Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-11T23:31:16.411697Z

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.

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Observation 81729e34-700d-4312-a1ca-63362b5c890d · inbound

GEASS: Gated Evidence-Adaptive Selective Caption Trust for Vision-Language Models cites this paper.

GEASS: Gated Evidence-Adaptive Selective Caption Trust for Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:11:15.305337Z

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.

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Observation aa5d5dfd-891b-48ef-a30b-4f00a89928a0 · inbound

GEASS: Gated Evidence-Adaptive Selective Caption Trust for Vision-Language Models cites this paper.

GEASS: Gated Evidence-Adaptive Selective Caption Trust for Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-21T00:43:53.569076Z

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.

source=pdf_text observed=2026-05-21T00:41:58.198403Z digest=sha256:619e09cc934f5606cebeed11eda6641b23440e48e8328036d271f769b4fe80b9

Observation 4525dd70-ab25-4201-932f-a114488f34af · inbound

GEASS: Gated Evidence-Adaptive Selective Caption Trust for Vision-Language Models cites this paper.

GEASS: Gated Evidence-Adaptive Selective Caption Trust for Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-01T00:35:10.169759Z

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.

source=pdf_text observed=2026-07-01T00:32:49.666202Z digest=sha256:0248c31089169a7c66814c2e04b608a324fe9e52a7da12eb71f62d5dbbc20dea

Observation 15b62387-9e85-40c5-8b4e-099a5930f65d · inbound

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models cites this paper.

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:51:15.365180Z

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.

source=pdf_text observed=2026-05-12T00:50:06.234399Z digest=sha256:2333e9752de7890a3dad8b03ca45322c096eb86c1fb718c0c9b8ef095e0c69ba

Observation e188070b-23db-4e67-a368-dd00da79d83d · inbound

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models cites this paper.

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:22:58.978250Z

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.

source=pdf_text observed=2026-05-14T21:21:37.185232Z digest=sha256:f1e16b08678f6eac7b4c3a900419ddd4f827784c0fd6385d988f17b73879e950

Observation df9bdc51-18a9-489a-b902-1848f86ec933 · inbound

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models cites this paper.

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-19T17:07:41.699515Z

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.

source=pdf_text observed=2026-05-19T17:06:03.483247Z digest=sha256:2a18ecc1ace6dcfb78fcc289d2563fbcf29bff4f60a713c71b27e708021beabb

Observation 8d571455-fc7c-4e9f-97dd-87755810bfa9 · inbound

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models cites this paper.

When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-06-30T23:45:08.099607Z

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.

source=pdf_text observed=2026-06-30T23:41:36.199099Z digest=sha256:0160b97d4541c3b9b736f135d5eb32f04bc7a692290268f4fac630fba8e82720

Observation d12f69c8-ed66-49a3-8d9e-13f6c7f50613 · inbound

Not Blind but Silenced: Rebalancing Vision and Language via Adversarial Counter-Commonsense Equilibrium cites this paper.

Not Blind but Silenced: Rebalancing Vision and Language via Adversarial Counter-Commonsense Equilibrium The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T05:56:25.166065Z

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.

source=arxiv_source observed=2026-05-12T04:48:21.798287Z digest=sha256:aebef437177868c9f33121d9fcdb41e179861d5a03f12fd7d1f8bb4ef17746a8

Observation af99778c-aaff-419d-8d9a-33ad658df0af · inbound

Mitigating Object Hallucinations in Vision-Language Models through Region-Aware Attention Recalibration cites this paper.

Mitigating Object Hallucinations in Vision-Language Models through Region-Aware Attention Recalibration The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:44:38.759704Z

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.

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Observation c69ca4e3-3d89-43ed-b3ea-69562b425b7f · inbound

Steer Where It Matters: Token-Level Visual-Sensitivity Steering for LVLMs Hallucination Mitigation cites this paper.

Steer Where It Matters: Token-Level Visual-Sensitivity Steering for LVLMs Hallucination Mitigation The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-02T03:06:29.681408Z

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.

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Observation 7b3976ba-56ce-4ec4-85e4-3d48aca48249 · inbound

MultiToP: Learning to Patch Visual Tokens to Mitigate Hallucinations in Video Large Multimodal Models cites this paper.

MultiToP: Learning to Patch Visual Tokens to Mitigate Hallucinations in Video Large Multimodal Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 36

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T10:27:56.150307Z

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.

source=arxiv_source observed=2026-06-27T10:02:58.341050Z digest=sha256:a4af8bd5e7b898ae54cce6ba57c7566846b65205974a3d0da403289707e98a48

Observation a32aa892-fdc7-482e-9a4c-24a01abb9b86 · inbound

FADE: Mitigating Hallucinations by Reducing Language-Prior Dominance in Large Vision-Language Models cites this paper.

FADE: Mitigating Hallucinations by Reducing Language-Prior Dominance in Large Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 30

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:14:21.522578Z

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.

source=arxiv_source observed=2026-06-30T07:07:00.265141Z digest=sha256:e1e677ad1c2425f106c74742013ba6350c12a27f82a5d0eb1b743d7b941b1114

Observation e42ce6cb-66cc-4d37-840d-916e48dcf2cb · inbound

FADE: Mitigating Hallucinations by Reducing Language-Prior Dominance in Large Vision-Language Models cites this paper.

FADE: Mitigating Hallucinations by Reducing Language-Prior Dominance in Large Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 30

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T20:47:22.345284Z

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.

source=arxiv_source observed=2026-07-02T20:46:16.298898Z digest=sha256:36a9ae9cda42f39036ea251bbb7de5d625aede56f2d9d35e070a7eeef9872e56

Observation a950bf1c-3c40-4b49-a8c0-077d3819523a · inbound

Verbalizable Representations Form a Global Workspace in Language Models cites this paper.

Verbalizable Representations Form a Global Workspace in Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 105

Resolution
unresolved
no resolver link, observed 2026-08-01T23:15:28.935620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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