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Paper Citation Record · LEDGER

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images

As of 8 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2506.07184.

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

pith.paper-citation-record.v1
2506.07184 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:43:37.428548Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

57 of 57 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved53
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 111fc2c7-733f-452a-9b5d-7c45e28737ef · outbound

This paper cites online" 'onlinestring :=.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images online" 'onlinestring :=

Reference 1

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Observation b67c614e-8e40-4e7d-833d-8032fc1e8cf8 · outbound

This paper cites write newline.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images write newline

Reference 2

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Observation 012614e4-d3e2-41f8-a734-d9df73f633e1 · outbound

This paper cites MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language

Reference 3

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Observation 1fb1ffda-dbe0-47ca-9915-8cd0a9284331 · outbound

This paper cites Qwen2.5-VL Technical Report.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Qwen2.5-VL Technical Report

Reference 4

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Observation 2a352a90-f6f3-4c94-8df6-283947b7bd73 · outbound

This paper cites Mitigating Open-Vocabulary Caption Hallucinations.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Mitigating Open-Vocabulary Caption Hallucinations

Reference 5

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Observation b94b2238-39c5-41da-a667-77f2a8750e6f · outbound

This paper cites CompCap: Improving Multimodal Large Language Models with Composite Captions.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images CompCap: Improving Multimodal Large Language Models with Composite Captions

Reference 6

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d60ae036-b131-4d17-8c9b-5716289c46d7 · outbound

This paper cites HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding

Reference 7

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Observation 2f096af6-601c-47ae-a3b2-8a7e6cf9eff0 · outbound

This paper cites InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks

Reference 8

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Observation 9cf5b3d2-a51d-4b6b-b03f-e8726ec02d00 · outbound

This paper cites COMPKE: Complex Question Answering under Knowledge Editing.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images COMPKE: Complex Question Answering under Knowledge Editing

Reference 9

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Observation b4bed4a9-c70e-472c-b6be-95df02d80479 · outbound

This paper cites Multi-hop Question Answering under Temporal Knowledge Editing.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Multi-hop Question Answering under Temporal Knowledge Editing

Reference 10

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Observation cdb28e38-59cd-4712-8749-c39d55b7c548 · outbound

This paper cites CODEMENV: Benchmarking Large Language Models on Code Migration.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images CODEMENV: Benchmarking Large Language Models on Code Migration

Reference 11

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Observation f5ce18c0-7c9d-47af-861d-958057782d70 · outbound

This paper cites Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding

Reference 12

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Observation eb5c7f6a-b35d-4f78-ba9e-305312326454 · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 13

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Observation 01f3c5dd-3e8e-4e60-bab4-deae4d053a67 · outbound

This paper cites Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences

Reference 14

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Observation 38a2dbc8-22ea-4866-9c55-3092568ab4c3 · outbound

This paper cites Understanding Reasoning in Chain-of-Thought from the Hopfieldian View.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Understanding Reasoning in Chain-of-Thought from the Hopfieldian View

Reference 15

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Observation da0dabff-15c0-4d10-bd66-3fcab9e86af0 · outbound

This paper cites an unresolved cited work.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Unresolved cited work

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 711e6788-07e1-48e5-a2fe-3d0c0b05f705 · outbound

This paper cites an unresolved cited work.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Unresolved cited work

Reference 17

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Observation dc9b9371-d765-47f5-9df4-1cf77f494c93 · outbound

This paper cites Visual Storytelling.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Visual Storytelling

Reference 18

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Observation 1cd5d190-9626-4add-b0dd-78d1d0d58adf · outbound

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

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images VCoder: Versatile Vision Encoders for Multimodal Large Language Models

Reference 19

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Observation 64e76a39-7d0f-40af-bcf2-1dee11ab4ffd · outbound

This paper cites Impact of Co-occurrence on Factual Knowledge of Large Language Models.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Impact of Co-occurrence on Factual Knowledge of Large Language Models

Reference 20

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Observation a17236b2-5d6f-466d-9cce-f70c5bbd4cc3 · outbound

This paper cites an unresolved cited work.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Unresolved cited work

Reference 21

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation f6fb1741-6866-4fca-9506-033c48b0471e · outbound

This paper cites Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision

Reference 22

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Observation 3843924e-01e0-4a07-8f1d-c592b3faf994 · outbound

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

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 23

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Observation 6a39cfc3-04d6-4c0b-b2b0-39489b4df711 · outbound

This paper cites an unresolved cited work.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

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Observation 8e0331ae-51a8-4cb6-8e55-52176c76e3ad · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images LLaVA-OneVision: Easy Visual Task Transfer

Reference 25

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Observation ba1f3937-444b-4ad9-b686-4a5cf4401404 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 26

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Unavailable: canonical work link unavailable.

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Observation e0d7a00e-9e6c-42b1-ad39-fd7c91070a70 · outbound

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

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Evaluating Object Hallucination in Large Vision-Language Models

Reference 27

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no resolver link, observed 2026-08-07T05:43:32.677434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:32.677434Z digest=sha256:df6a7535776bd306f35e5e1d740eadbfb2abcfa20c6d0e32e0a516b874355761

Observation 625e8ce7-77c7-4f2b-8269-15d0c3c31bbd · outbound

This paper cites Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:32.833086Z digest=sha256:a191b0745d0a0a5dcf9dbac445100ee1a5ac7d7561609d6165303ec88c2054d3

Observation 36a2220f-1c7a-41b4-b518-01f269093948 · outbound

This paper cites RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition

Reference 29

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no resolver link, observed 2026-08-07T05:43:32.970624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:32.970624Z digest=sha256:3d975eea7e05c89df9b3c1bf16e8874b7a878aca1d46fe8995420f8b52ca9934

Observation 73b8ef74-1160-4320-a0b4-1d300b3dc3c7 · outbound

This paper cites Vista-LLaMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Vista-LLaMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a94121d6-81fa-418c-a4c3-2e22b46e06bb · outbound

This paper cites Object Hallucination in Image Captioning.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Object Hallucination in Image Captioning

Reference 31

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no resolver link, observed 2026-08-07T05:43:33.360788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:33.360788Z digest=sha256:f7de26495ab334f9f0a5da36f43bda5428b3848c49a935d7f3c5c35287fad114

Observation 6430213c-415f-49bc-9e8b-72f65a81e8c3 · outbound

This paper cites DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:33.542883Z digest=sha256:335fa07695f3c7d1dd0594cc5c0249e4390f569d9c7ee83ab40fe353619cc898

Observation 628dbd07-89b3-4e86-967a-d51d92f129e4 · outbound

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

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Aligning Large Multimodal Models with Factually Augmented RLHF

Reference 33

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:33.757497Z digest=sha256:4035a2fcd0b7fab74479d1526851a779fe6fa79f310a325e5978036f456a4c45

Observation 0933451b-f5f2-4c78-8abe-84314733f6a8 · outbound

This paper cites Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models

Reference 34

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no resolver link, observed 2026-08-07T05:43:33.934149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:33.934149Z digest=sha256:baf41edfc9e76fe8032ff597aa99d692668c69e59875141407c061c1490c80e0

Observation 311beac4-0ceb-43c2-acdf-9bd79457968a · outbound

This paper cites MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:34.142890Z digest=sha256:70295b52fc0847ac3dc9b3e68e41408aad94eb31eceda3ccb82bf2772d798305

Observation d8896fd0-5ed3-4958-be46-b18aed99e8b8 · outbound

This paper cites Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites

Reference 36

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verified exact
local_arxiv, observed 2026-08-07T05:43:38.256527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:43:34.334943Z digest=sha256:3cf6405375805cfc4b799b98fc1513ebad3a3cd7e913bacbd4f7cb59ef2b0109

Observation 62b92993-df73-4df0-a346-5ead6d086bb7 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 37

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no resolver link, observed 2026-08-07T05:43:34.486649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:34.486649Z digest=sha256:84b8af010d4ab49ef3e1b786e7dc6b8dcb76b7889a46381078cd3671a31df128

Observation 990122ee-1d85-491e-8966-27c4fad6d45e · outbound

This paper cites Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences

Reference 38

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unresolved
no resolver link, observed 2026-08-07T05:43:34.691445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:34.691445Z digest=sha256:5e24fefeaee0a807f87dbaef8e3c24d33aae05ba8fe776a44051c65874585fb7

Observation 07f4a18e-c5b7-4a42-880f-b2a1811df3c7 · outbound

This paper cites VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models

Reference 39

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no resolver link, observed 2026-08-07T05:43:34.855411Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T05:43:34.855411Z digest=sha256:5189b6cd6060a708b6e20def48c433c8ce481f5d36e74586e3536124002ebef2

Observation cdc4c725-886e-4113-8257-8d1651bade11 · outbound

This paper cites AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models

Reference 40

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no resolver link, observed 2026-08-07T05:43:35.049938Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T05:43:35.049938Z digest=sha256:cb49cb3877bd824c4e2fae48079ceda64ac7862122f075caef1dcac2f68484dc

Observation fede79b0-6efd-413c-94bc-753022952baa · outbound

This paper cites EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models

Reference 41

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unresolved
no resolver link, observed 2026-08-07T05:43:35.177456Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T05:43:35.177456Z digest=sha256:27a51fa983b7d005b483a9c9acc0914e6af9a8c5fa53b567833f9658fb492251

Observation a49bcc17-1f88-4835-9860-f7d9666e8067 · outbound

This paper cites An LLM can Fool Itself: A Prompt-Based Adversarial Attack.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images An LLM can Fool Itself: A Prompt-Based Adversarial Attack

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:43:35.300296Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T05:43:35.300296Z digest=sha256:8d278977605d52f72e16d6a4e2c604c3a5d8cffc8711bc9b8de31e47feae7471

Observation 734b906b-7b4e-4eb5-b437-7a920adfb3d8 · outbound

This paper cites an unresolved cited work.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Unresolved cited work

Reference 43

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unresolved
no resolver link, observed 2026-08-07T05:43:35.424218Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T05:43:35.424218Z digest=sha256:ffe189c23bc6cc127ca9fd4c18730cc339e2ea25687d4fe1e6fe851a3b7fbfe1

Observation f9fd8c2c-f511-4b0f-b0dc-a5b3d1ddb740 · outbound

This paper cites MONAL: Model Autophagy Analysis for Modeling Human-AI Interactions.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images MONAL: Model Autophagy Analysis for Modeling Human-AI Interactions

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:43:37.863534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:43:35.567212Z digest=sha256:cd3c2e75aef1e158db0cbdc70d939f6167788453818e04e69ea983e501f8bbeb

Observation d021b2b4-a712-47b4-aace-7117a0e4e00a · outbound

This paper cites Exploring the Personality Traits of LLMs through Latent Features Steering.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Exploring the Personality Traits of LLMs through Latent Features Steering

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:43:35.675147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:35.675147Z digest=sha256:f871ea1e37302f13e5562cd7cb0ba46687ca2eeda4211e3b34fbbbb4ef20bb1c

Observation 47c352ea-c9fd-4ec8-aeec-8af44940afda · outbound

This paper cites Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T05:43:35.808325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:35.808325Z digest=sha256:4ceb00031dbd94ef6f6c781ff2a325f621952f8b5297b5486ee0eadfc762fdc4

Observation 31f6c5d9-d4a7-4271-a962-294db7b7e0ed · outbound

This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Reference 47

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unresolved
no resolver link, observed 2026-08-07T05:43:35.925217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:35.925217Z digest=sha256:a22e98f7192710282ab781b9b56409853d751cc1b1c650b24bfc72da377aba94

Observation 79fb8609-18a9-4c14-9b77-cb58c01f6839 · outbound

This paper cites an unresolved cited work.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Unresolved cited work

Reference 48

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unresolved
no resolver link, observed 2026-08-07T05:43:36.083174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:36.083174Z digest=sha256:9cd1ad18f735aadbf0eeb945020b707da7c6eb88c051a9452e48728b3c4a6f14

Observation fdcf0dd1-f827-483f-a986-656c945ec32f · outbound

This paper cites A Survey on Multimodal Large Language Models.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images A Survey on Multimodal Large Language Models

Reference 49

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unresolved
no resolver link, observed 2026-08-07T05:43:36.224743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:36.224743Z digest=sha256:201ba063a690af5f734ba089a9eaf088a9929d7b8c9801e0bf19cfc50bf98402

Observation 6ea9390e-7259-4111-83c0-5bf82d4df131 · outbound

This paper cites an unresolved cited work.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Unresolved cited work

Reference 50

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unresolved
no resolver link, observed 2026-08-07T05:43:36.374607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:36.374607Z digest=sha256:ee039be561a256b43d2b2611246ae2aeaf26b7a2955f50d0f0ddc8d286339ae6

Observation aad50a9c-a2fc-4d9d-96c1-84e7ee15280d · outbound

This paper cites HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data

Reference 51

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no resolver link, observed 2026-08-07T05:43:36.532129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:36.532129Z digest=sha256:d385a303bfe21335c1fdbc73e9c736a56cfead0106796c4e49e230d53adff50c

Observation 90acff0a-0e30-4c25-b9d7-f482ece61f11 · outbound

This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 52

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no resolver link, observed 2026-08-07T05:43:36.630082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:36.630082Z digest=sha256:3597f2b109c66bb043885f88082338cf47fc41ee0a92b81e9417e121ce11ed61

Observation d6158e5e-016c-4ef7-9f1f-8cc880c85cdd · outbound

This paper cites Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T05:43:36.750878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:36.750878Z digest=sha256:04388c11987167e85830e931e3cded0dba05479b19803c3341f9b40772a3ed39

Observation 779e9274-3a55-4091-82cb-427bc5ba9813 · outbound

This paper cites VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation

Reference 54

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unresolved
no resolver link, observed 2026-08-07T05:43:36.890342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:36.890342Z digest=sha256:eff10884c7f60fe6acb61cbf9b5d592479fdcc96f9650ea862a632f50ebc6899

Observation cf9555ae-8a63-4434-b5b9-f4d4b240c13d · outbound

This paper cites Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T05:43:37.084571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:37.084571Z digest=sha256:84698bf02ce80b363f2820f0b375b51e06de03f76fd69fa2261279373d071bf4

Observation 95852f2b-a7ee-430e-bdd1-418e9e935818 · outbound

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

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization

Reference 57

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unresolved
no resolver link, observed 2026-08-07T05:43:37.280160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:37.280160Z digest=sha256:cebb2e6c7d47b241da37fd5c717b2696de1864613e199c5846c0fe5e77f5bcfb

Observation 9d062125-2f2e-4eb7-a33f-543a2fa2dd0a · outbound

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

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding

Reference 58

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unresolved
no resolver link, observed 2026-08-07T05:43:37.428548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:37.428548Z digest=sha256:1021b93a24baf3b15ebb7b1c0debee7ee11653e4ef4908a8caba23a487f25e1a

Pith citing papers

No inbound Pith citation observations are available.