Paper Citation Record · LEDGER

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models

As of 15 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 4 inbound Pith citation observations for arXiv:2411.18659.

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

pith.paper-citation-record.v1
2411.18659 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:31:37.008897Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:56:15.066164Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T01:22:15.675661Z

Reference resolution

54 of 54 outbound references displayed

verified exact1
verified fuzzy3
unresolved50
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 499c3666-32cf-4128-9dbe-d92df9f4b219 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.971246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d4956da8-ec8b-4377-a435-ed0655e607da · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.736409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a438c9cd-e55d-426b-b866-61b0be98ada4 · outbound

This paper cites Hallucination Detection in LLMs: Fast and Memory-Efficient Fine-Tuned Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Hallucination Detection in LLMs: Fast and Memory-Efficient Fine-Tuned Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.747097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 654dbb21-312c-4056-8b12-c632f9834227 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.752714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c750fd4d-36ea-43d5-b263-48f2a893770a · outbound

This paper cites Qwen2.5-VL Technical Report.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Qwen2.5-VL Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.759544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7325881-c202-4989-98ae-2fc046f0ce71 · outbound

This paper cites MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.766220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d6fdff3-ffc7-46fd-a792-50acc5717037 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.772424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a143ffc7-19df-4326-8e2e-17f312bc2975 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.778061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2061ac3d-2903-4089-a301-4f39e00ba40e · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.783076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27f0bc06-b78f-48b1-bfad-1c5b608fc1b1 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.895672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4bc71004-17c6-4eae-a05d-433186372c2e · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.879324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation af8baed6-0d19-4522-aa02-05b8029979a0 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.798248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d81195c-f5e1-404f-9886-7d4a5e3e4a69 · outbound

This paper cites LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.803200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44b9cab0-49c9-4914-a435-98f189917aa2 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.852216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7d95d495-6857-446d-9488-5a3ac051e2e9 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.836049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eb01a31b-f810-4f07-a756-da51a011bdc9 · outbound

This paper cites OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.818292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc7177b4-d5f7-4449-8d0e-ea8dd090d4f1 · outbound

This paper cites VCoder: Versatile Vision Encoders for Multimodal Large Language Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models VCoder: Versatile Vision Encoders for Multimodal Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.824376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ef5dc0f-3d12-42f3-a4d7-17ba2ca8ede0 · outbound

This paper cites Hallucination Augmented Contrastive Learning for Multimodal Large Language Model.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.829741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166c4e59-b61d-48aa-bac3-f2c373f20841 · outbound

This paper cites FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.834922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8167132-eb82-498a-819a-a8f51223f014 · outbound

This paper cites Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.839992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c37c1114-f100-4bc3-a211-1a3d8f2b0762 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.819450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3ad811b1-59ed-42ba-824e-212e5b1c3330 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.803587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d5d72a91-35b8-4408-9c4c-628b2ff4fabc · outbound

This paper cites Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.855085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 593fd2a9-ef8d-4bbf-ae41-381a43a7c741 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.859995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3790934f-cc3d-4b3a-b347-e4ed31c7f576 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.864852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f392159-91f2-4f89-9065-3e7b02ddce29 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.749943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 786b42df-4020-422c-b4cf-c25782eb21c5 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.733148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3807862f-ab23-4f51-ae6d-f3a2d1e797cb · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.885575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd82b105-d4bb-43df-9399-c23c70cb1b3d · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.890534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75477e28-e5b3-4fee-82f3-7525647ec6b3 · outbound

This paper cites Evaluation and Enhancement of Semantic Grounding in Large Vision-Language Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Evaluation and Enhancement of Semantic Grounding in Large Vision-Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.900914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17883d15-cd73-4f3f-a8e7-af50b1542d5e · outbound

This paper cites s1: Simple test-time scaling.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models s1: Simple test-time scaling

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.906011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1982a8d0-afc1-4459-a888-681f726f7f73 · outbound

This paper cites Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.895687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 676b6f32-42bd-438b-a301-06c58d6b773d · outbound

This paper cites Object Hallucination in Image Captioning.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Object Hallucination in Image Captioning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.916111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86cea28f-364f-4dd2-9df7-faab7fb73f0b · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.683933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 35aa13d1-f350-4ef1-ad3e-0171c5312499 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.911327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51606332-d98d-4404-925f-76b85196ee57 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.931316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c71d2ebe-3ea6-4936-b779-59a82447ca96 · outbound

This paper cites AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.936383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f5edae0-7556-460a-933f-b301f480d74b · outbound

This paper cites Aligning Large Multimodal Models with Factually Augmented RLHF.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Aligning Large Multimodal Models with Factually Augmented RLHF

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.926023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f8ddde5-a7d2-474d-94a6-35baac21fd4e · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.667022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 56f6a2c3-9332-49b5-b7e6-1495f9ba3d2d · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.649061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fc128cf2-f180-4b52-9e0a-faa2596ae868 · outbound

This paper cites Evaluation and Analysis of Hallucination in Large Vision-Language Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.941443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63d86a15-42d4-4949-a340-078ffb68f62b · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.632696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 425b4d4c-d78a-4510-ac86-016cb18ec212 · outbound

This paper cites HallE-Control: Controlling Object Hallucination in Large Multimodal Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.966962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d3e5fe9-9fa4-44e2-af86-9841feadf88f · outbound

This paper cites Qwen2.5 Technical Report.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Qwen2.5 Technical Report

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.956287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0374c8e-1ccc-4433-be04-b9b9293b6c8b · outbound

This paper cites The Blind Men and the Elephant.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models The Blind Men and the Elephant

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:31:37.616264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 66567944-a73f-4492-ae96-3f9f27f2655e · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.600237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7e62cd8c-d72c-4dc2-9caa-b303e60a4058 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models OPT: Open Pre-trained Transformer Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.972853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c54f0713-c945-4849-9cb3-d1c482b36fa2 · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.992973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c61a0575-9ec2-4f1a-8c5a-8c1e2a4e33b5 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.997741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 965eda8b-66d5-4f7d-a113-f8666d77d582 · outbound

This paper cites Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:31:37.188939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a4b51c0d-94f8-4035-9cef-d6190e43c8cc · outbound

This paper cites zero-cost.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models zero-cost

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:31:37.583911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2acead20-36bf-4cc9-817b-67cb41b4d5ff · outbound

This paper cites Connector-S: A Survey of Connectors in Multi-modal Large Language Models.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Connector-S: A Survey of Connectors in Multi-modal Large Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:37.003070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 324d2128-39a0-4e1f-b1ad-f0b900a038ff · outbound

This paper cites NeurIPS 35 (2022), 23716–23736.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models NeurIPS 35 (2022), 23716–23736

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:31:37.944425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 04947c63-fcf5-4b56-a84b-1410bae5910f · outbound

This paper cites an unresolved cited work.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:31:37.766617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation ca405898-fb9b-4d10-be6a-bc60fadf4b13 · inbound

Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs cites this paper.

Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:15.066164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5d68a28-84fa-49d2-b8a5-9c74638b4c88 · inbound

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

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models

Reference 184

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:01.463694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96c2936d-b272-44d5-a83f-ba6c9623791d · inbound

MESH -- Understanding Videos Like Human: Measuring Hallucinations in Large Video Models cites this paper.

MESH -- Understanding Videos Like Human: Measuring Hallucinations in Large Video Models DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-04T20:32:57.027292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95833be3-a1a7-4f27-a468-78c6fa321086 · inbound

When to Trust the Answer: Question-Aligned Semantic Nearest Neighbor Entropy for Safer Surgical VQA cites this paper.

When to Trust the Answer: Question-Aligned Semantic Nearest Neighbor Entropy for Safer Surgical VQA DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:22:15.678535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.