Paper Citation Record · LEDGER

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence

As of 12 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 4 inbound Pith citation observations for arXiv:2412.13949.

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

pith.paper-citation-record.v1
2412.13949 v3

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:43:20.965633Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:12:33.360153Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T12:33:33.763644Z

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1c11ad0e-ef6e-4c02-8606-7ef30df03be3 · outbound

This paper cites online" 'onlinestring :=.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.811674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e71665b-7eb8-4f55-81be-8400968c6aa9 · outbound

This paper cites write newline.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.816513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6751a97c-4e3b-4c7f-aa76-c567528d8893 · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:43:21.408952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 26a38433-087b-400f-9d5c-cc8967f77886 · outbound

This paper cites DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.827402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5efbf6c-b5de-49cc-842c-0235872fef2a · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.832959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef6ed717-92a4-4b99-ba59-39e07dcf5d0b · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:43:21.395639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5c220af7-0bcb-4b87-82fc-7bdcdfe3e126 · outbound

This paper cites AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.841680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd45b27f-652f-442f-a452-7d103f9e966e · outbound

This paper cites Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.846492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ec7d62f-a2a5-45c4-8661-85aca8f99fed · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.851434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4646c0dd-0fd3-4cf7-b55d-02bd2ee883d9 · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.855411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53701d4e-aef9-4bf9-a3b2-f13ccb3964a7 · outbound

This paper cites SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.859981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 852d9e6c-b547-4d55-bf36-7a83ede693d6 · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.865046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77dc4f56-eb85-490c-948d-0e441ef5d38a · outbound

This paper cites CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.868840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 465d8076-a4b8-441f-a48e-61b0246e0708 · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.873166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1a91355-895d-4cc7-bef2-c7f7e9897964 · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.876950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dc3a95c-347e-4463-8940-97ada321e36c · outbound

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

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Evaluating Object Hallucination in Large Vision-Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.881241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acfea5aa-92d0-4f0f-b6b4-f05727b55afe · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.887452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 363d84b1-f26a-45e4-ac01-f7e27bca5ba7 · outbound

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

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence A Survey on Hallucination in Large Vision-Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.892167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7504002f-68ca-4ed6-b2bb-69c304084589 · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.897048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d11e4fa5-2dbb-4992-9386-582fa1171ae7 · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.902574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7270439-2564-4f0e-86ca-5f4c437e1d7a · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:43:21.326868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a743814e-47b3-472e-ad4b-8c60f1159b28 · outbound

This paper cites Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.913891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 938cef05-60ed-44aa-93d0-a7ae7db50ecd · outbound

This paper cites Object Hallucination in Image Captioning.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Object Hallucination in Image Captioning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.918491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 785363bd-5926-4f3f-bea9-0204f4115fe0 · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:43:21.313355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 648454db-7b70-4598-8b5d-59c1acd56623 · outbound

This paper cites Woodpecker: Hallucination Correction for Multimodal Large Language Models.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Woodpecker: Hallucination Correction for Multimodal Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.926824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78626cee-2c49-43ac-8f8f-8f2b7539c8aa · outbound

This paper cites V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.930998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e209ca7-4ef9-4136-ab70-93ca35104476 · outbound

This paper cites Characterizing Mechanisms for Factual Recall in Language Models.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Characterizing Mechanisms for Factual Recall in Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.936022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b21833-4ae1-47c7-ae05-a9c8f9666be5 · outbound

This paper cites an unresolved cited work.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.940789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28872082-b61b-4bc2-a25c-581e6cef690d · outbound

This paper cites Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.946064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2148a53a-8626-47cb-a09f-a7016cf1aff6 · outbound

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

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.951273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f106274c-5400-4c35-a2f7-067bff2d52c4 · outbound

This paper cites Analyzing and Mitigating Object Hallucination in Large Vision-Language Models.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence Analyzing and Mitigating Object Hallucination in Large Vision-Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.955977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5307c4f5-477f-40ef-9754-07e7bdedd5df · outbound

This paper cites On the Role of Attention Heads in Large Language Model Safety.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence On the Role of Attention Heads in Large Language Model Safety

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.960610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 034b01ce-ad86-45e9-8575-5fdf45b02967 · outbound

This paper cites IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding.

Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T12:43:20.965633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a312a27b-331a-44a4-ac26-75a937c88a82 · inbound

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

Hallucination of Multimodal Large Language Models: A Survey Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:33.765876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e8b80c7e-2716-4599-af91-a96d5d6be162 · inbound

Reinforced Lifelong Editing for Language Models cites this paper.

Reinforced Lifelong Editing for Language Models Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T18:12:33.360153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44510d44-ff8f-4659-942a-4ce9cc822da4 · inbound

Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation cites this paper.

Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T08:14:36.018675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 757db526-452f-44f0-8e53-59a546bb89d4 · inbound

Role-Break in Attention Heads: Understanding and Detecting Hallucinations in VLMs cites this paper.

Role-Break in Attention Heads: Understanding and Detecting Hallucinations in VLMs Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T07:33:40.652321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.