Paper Citation Record · LEDGER

Visual Hallucinations of Multi-modal Large Language Models

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2402.14683.

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

pith.paper-citation-record.v1
2402.14683 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:53:57.505100Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T02:56:29.276137Z

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 bf07f7af-9c6a-4294-a552-7cd19cb80e1f · inbound

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

Hallucination of Multimodal Large Language Models: A Survey Visual Hallucinations of Multi-modal Large Language Models

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:33.817257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0cca5bdc-380e-4862-a3fb-e35c7739b617 · inbound

Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering cites this paper.

Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering Visual Hallucinations of Multi-modal Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T19:10:15.470574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86984983-2499-4fd6-ae75-bc43128e2e14 · inbound

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs cites this paper.

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs Visual Hallucinations of Multi-modal Large Language Models

Reference 110

Resolution: unresolved; no resolver link, observed 2026-08-12T14:31:37.149903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92d78a79-3cd0-48a6-a544-68334969cf80 · inbound

Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection cites this paper.

Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection Visual Hallucinations of Multi-modal Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T12:50:08.127179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 920249d8-c86b-4e6f-b7c4-f0a867405d35 · inbound

ChartLens: Fine-grained Visual Attribution in Charts cites this paper.

ChartLens: Fine-grained Visual Attribution in Charts Visual Hallucinations of Multi-modal Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:19.398932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 862b44a8-62ee-49d1-b434-f352787d9f27 · inbound

Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model cites this paper.

Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model Visual Hallucinations of Multi-modal Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:57.776021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 467d2227-2375-4c1c-98e8-3e3dbcb4cde6 · inbound

Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models cites this paper.

Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models Visual Hallucinations of Multi-modal Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:15.573134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0bd4249-50b2-4801-a136-0565748610a2 · inbound

ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM cites this paper.

ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM Visual Hallucinations of Multi-modal Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:57.505100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb510fe0-5957-4869-8512-70d7d52aad82 · inbound

AutoV: Loss-Oriented Ranking for Visual Prompt Retrieval in LVLMs cites this paper.

AutoV: Loss-Oriented Ranking for Visual Prompt Retrieval in LVLMs Visual Hallucinations of Multi-modal Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:44.314634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 441644d5-d89c-431a-83b2-81a162f614d1 · inbound

ReFrame: Rectification Framework for Image Explaining Architectures cites this paper.

ReFrame: Rectification Framework for Image Explaining Architectures Visual Hallucinations of Multi-modal Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:59.754622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490c5c7a-309b-4952-9dd1-f72c7038452c · inbound

Unified Multimodal Understanding via Byte-Pair Visual Encoding cites this paper.

Unified Multimodal Understanding via Byte-Pair Visual Encoding Visual Hallucinations of Multi-modal Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T21:41:54.374403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c577c89-7a9d-4e85-a3cc-d7e6067ac6e4 · inbound

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs cites this paper.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Visual Hallucinations of Multi-modal Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T12:12:23.562660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22d363ff-ec68-4982-b136-9c4ba7dffbba · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey Visual Hallucinations of Multi-modal Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T20:28:44.432144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec4e3dde-8ab0-4c98-b4cb-7f4132f7ba17 · inbound

Mitigating Multimodal Hallucination via Phase-wise Self-reward cites this paper.

Mitigating Multimodal Hallucination via Phase-wise Self-reward Visual Hallucinations of Multi-modal Large Language Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:38:43.337592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d8d4980c-0baf-499f-9a1f-34b238e14fa3 · inbound

Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding cites this paper.

Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding Visual Hallucinations of Multi-modal Large Language Models

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:16:05.974790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4671d905-cb61-4458-ae74-f0ea239706a4 · inbound

When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs cites this paper.

When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs Visual Hallucinations of Multi-modal Large Language Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:05.264219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d80d52b0-69fa-4bf6-b027-362ec319cc4b · inbound

What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness cites this paper.

What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness Visual Hallucinations of Multi-modal Large Language Models

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:22:46.607805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a6fdc414-622f-4fc3-82fa-f89423275927 · inbound

Investigating Adversarial Robustness of Multi-modal Large Language Models cites this paper.

Investigating Adversarial Robustness of Multi-modal Large Language Models Visual Hallucinations of Multi-modal Large Language Models

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:06:27.581523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89f0e3dd-7a66-4585-8667-6330cf9a416a · inbound

Dive into the Scene: Breaking the Perceptual Bottleneck in Vision-Language Decision Making via Focus Plan Generation cites this paper.

Dive into the Scene: Breaking the Perceptual Bottleneck in Vision-Language Decision Making via Focus Plan Generation Visual Hallucinations of Multi-modal Large Language Models

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T02:56:29.278185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.