Paper Citation Record · LEDGER

Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2407.21771.

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

pith.paper-citation-record.v1
2407.21771 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:22:42.194580Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T22:39:01.656241Z

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 93cebcd6-6316-4cd2-8298-1e001f8b2651 · inbound

VidHal: Benchmarking Temporal Hallucinations in Vision LLMs cites this paper.

VidHal: Benchmarking Temporal Hallucinations in Vision LLMs Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-23T16:58:11.996683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e52a971-563a-45ea-a508-3f3e3db598c1 · inbound

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

The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T04:22:42.194580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a64e5c6d-92b6-4a91-9844-51687fcfa068 · inbound

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding cites this paper.

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:24.001242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ce5070-9c40-44b9-8d9d-81372354d5c3 · inbound

Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration cites this paper.

Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T12:52:18.061424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 89e539c3-bd23-4d2a-b51f-a625cc721e3b · inbound

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models cites this paper.

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T21:44:57.778517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b609538-f8cf-4f93-b377-1b8c60848552 · 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 Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:07.742579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5af32a3a-211b-40fd-8f1e-ec47cfbc45ce · inbound

SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation cites this paper.

SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:57.077188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86c14916-0911-4db1-9cfc-b4d5cdfbf578 · 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 Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-21T18:50:30.052461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 82ba5f6c-822a-4666-a78a-a7ae1ea24c90 · inbound

When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs cites this paper.

When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:54:16.721098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 288d9c56-2b10-4a96-83e2-de493a2f6f99 · inbound

A Closer Look at Failure Modes in Temporal Understanding of Large Audio-Language Models cites this paper.

A Closer Look at Failure Modes in Temporal Understanding of Large Audio-Language Models Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T22:39:01.659659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9466543c-fbbd-4ad1-a60e-5903c493f7d0 · inbound

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents cites this paper.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:52.145817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.