Paper Citation Record · LEDGER

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models

As of 4 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 3 inbound Pith citation observations for arXiv:2602.11824.

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

pith.paper-citation-record.v1
2602.11824 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T05:06:24.973439Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:04:35.863567Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-13T18:15:01.652422Z

Reference resolution

16 of 16 outbound references displayed

verified exact9
verified fuzzy3
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f42cfb38-f351-4705-a60e-a32acca96b75 · outbound

This paper cites Qwen2.5-VL Technical Report.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models Qwen2.5-VL Technical Report

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:07:20.416548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation aefacbb8-fe85-48f0-850a-07d0674a5964 · outbound

This paper cites Why Language Models Hallucinate.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models Why Language Models Hallucinate

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T05:07:20.452445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 18f27150-f543-464f-8a80-5b2e1e66489d · outbound

This paper cites Evaluating Object Hallucination in Large Vision-Language Models.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models Evaluating Object Hallucination in Large Vision-Language Models

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T05:07:20.481479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7fa5e150-8f37-4ad8-885b-39cc41b73394 · outbound

This paper cites org/abs/2601.01828.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models org/abs/2601.01828

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T05:07:20.460844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ef7a78d0-1dc3-47b1-99ca-182341b86f5a · outbound

This paper cites A Survey on Hallucination in Large Vision-Language Models.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models A Survey on Hallucination in Large Vision-Language Models

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:07:20.488549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 419e7015-7d4e-42af-b322-6c472d40db17 · outbound

This paper cites Object Hallucination in Image Captioning.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models Object Hallucination in Image Captioning

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T05:07:20.503881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3d9147bf-4960-4875-a80f-460e5fabf793 · outbound

This paper cites Aligning large multi- modal models with factually augmented rlhf.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models Aligning large multi- modal models with factually augmented rlhf

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T05:07:20.849478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a6b45afc-743a-42c1-a244-4009a2519ade · outbound

This paper cites ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:07:20.443129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ee9ea87d-8d4c-4b68-b924-b2b3aff5130c · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:07:20.496122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d31d5c1b-dc31-49c1-8133-68f0843602ee · outbound

This paper cites Qwen3 Technical Report.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models Qwen3 Technical Report

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:07:20.398466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0b9ad59b-a4b7-4921-8316-83e73fda36a2 · outbound

This paper cites MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:07:20.468018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ce529ce8-d9f3-4540-b088-daf1ea915829 · outbound

This paper cites Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-17T10:52:37.519567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e1880f45-2a36-4ed0-880f-76c5e85fdbb0 · outbound

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

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:07:20.510593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 40248c51-1738-4687-8d8b-9f4f026f8451 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models Representation Engineering: A Top-Down Approach to AI Transparency

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:07:20.474413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation edec0ff3-2ad5-4823-82c2-84e79fb75a2c · outbound

This paper cites Please describe this image in detail.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models Please describe this image in detail

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T05:07:20.854665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1c23e796-21cc-48eb-9faa-08a1d1219931 · outbound

This paper cites I don’t know.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models I don’t know

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T05:07:20.859171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 9aa22626-5c08-4af2-8e53-4cc28d7a1d7e · inbound

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook cites this paper.

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models

Reference 237

Resolution: unresolved; no resolver link, observed 2026-07-13T14:03:01.974171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db204317-1f1a-4147-a510-6fd09f344853 · inbound

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook cites this paper.

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models

Reference 238

Resolution: verified exact; local_arxiv, observed 2026-07-13T14:09:38.551250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f5ffe4d4-c6f0-4a3f-af6c-1cb109ac27e3 · inbound

When Model Priors Conflict with Visual Evidence: Mitigating Commonsense-Driven Hallucinations by Selective Prior Calibration cites this paper.

When Model Priors Conflict with Visual Evidence: Mitigating Commonsense-Driven Hallucinations by Selective Prior Calibration Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T11:04:35.863567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.