Pith. sign in

Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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
  • 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 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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T12:33:32.631346Z digest=sha256:e14daccf4c532145b29f8dd98304a01ac655e662a8bb9b712e3232fa222bd2e5

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=sha256:2f497cc5c6be77fe05d4ffb1fc40eb657d575956cb34a6508b9b9192fb5efa0f

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-21T18:47:28.768554Z digest=sha256:2ac673248e64b646ad67b46a3aaeb78dd518f43ec8467266424b65f5e5aad040

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T12:52:58.193141Z digest=sha256:d6a05e0f55ff6b051c02596f22ba30feebd9329706a7c5a61dfb2c2da89b269f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-07T16:50:26.044591Z digest=sha256:e43089b4d3e4a5560c0fc6945ecb04c86520287b1b370a3b46b6edf897d042be

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T15:34:59.318997Z digest=sha256:2b6b58bc37329a7d708395094125f641c31aa6a99b677d389f8ff393b9bc3a52

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-21T00:41:58.198403Z digest=sha256:15db60ae1b70043792bb62ea0fc5aaba6f83b06c869d2ef3e8d0199c3e5c635d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-01T00:32:49.666202Z digest=sha256:c242c3ab31f38f115a3c55695866725ec3da7eb80715e9c11eb744517783639d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-12T00:50:06.234399Z digest=sha256:5d8f5fd772ad1e70a1d791a326e42112ca315909a120189cc7dcf1bdbad3a5d5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-14T21:21:37.185232Z digest=sha256:ca838c1dc258a36c26cfeea513b55a0819841e5c37fa148a885fa0858661e8cd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-19T17:06:03.483247Z digest=sha256:810a4543c89719d167f55ad8765c87f9c06dd61a5aded1a7577be8568ab961cb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-30T23:41:36.199099Z digest=sha256:1952ce1e6b5caa14a1c85d37ae051a8a8951919ba123afca5a318d7408265291

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-12T04:48:21.798287Z digest=sha256:afa6bc9da4d5509451509b4011f332854aea0900448d4dbded3e2ec7cce89ac8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-30T11:35:59.397767Z digest=sha256:e3456ce710680cb571d7c6869a5d01dd2e0dd90b55d7b84cce2bf4a3a5ace34a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-28T10:22:40.055153Z digest=sha256:af01641f262b736d74e1dd7fef2157a4f74b28cf04104e1f9a9d22757da8b917

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-27T10:02:58.341050Z digest=sha256:4de696d53a2336a3f18e89e7c3fd3a2c606fc7198410b37ca0b40bd825e9af39

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-30T07:07:00.265141Z digest=sha256:ad28ab4d17f4c988525f8e057cecb153ecc159b01dbfaa569578f4fa526e7560

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-07-02T20:46:16.298898Z digest=sha256:cc3986a61ac755189945aa3f390e57365c97015eff8e424e2c501bb5b5a87711

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.

source=pdf_text observed=2026-08-01T23:15:28.935620Z digest=sha256:31a4dcd892b4f6003b40bd48da16ec3e06629f8a8c330441bcc1aeafc2ee2f0d