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Paper Citation Record · LEDGER

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images

As of 20 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 2026-08-20T06:33:59.587034+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
  • malformed identifier0
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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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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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source=arxiv_source observed=2026-08-07T05:43:32.054370Z digest=sha256:dd78c5434b3b4aedb032ffbfa0eadedb3a551caae2058f8c183c5812cbedd751

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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source=arxiv_source observed=2026-08-07T05:43:32.215608Z digest=sha256:b6508a291cd3bc5f31b3d16d3092dab6a7b7d4a4ac0683eba2ac33f170214737

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.

source=arxiv_source observed=2026-08-07T05:43:32.559182Z digest=sha256:da2a3f6a976a2cfb24312a0f936d280ac3a0629cb1d520c41762a7169a67fa6e

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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Unavailable: canonical work link unavailable.

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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=sha256:7a23c0c29750b6b299a8c63614fff60d9d88b4ee9a6bc03229553f1ec264805b

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:32.970624Z digest=sha256:259c5217dac9806e57aac2d8500e8c48b3d7f2b4830855d5ba081ec20e6265db

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.

source=arxiv_source observed=2026-08-07T05:43:33.190355Z digest=sha256:123326d15bd6189f168f88116549cc7a65b8ce5bbdb6d286b54c868f622d122e

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=sha256:41367408ae402258eb8321c712ead257db59373fd0739308b1e1c6508f73f28c

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=sha256:2e92d24e688f158cd3235ec8d1b3d8c4c438860d6e76691f1ae0127f13d651d5

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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no resolver link, observed 2026-08-07T05:43:33.757497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:33.757497Z digest=sha256:7f8c687ca877ac490f9f0cc646640010d30623fddb3db38f52287b5482b8078b

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:33.934149Z digest=sha256:e3e803d72675f28d998845e0f6551943b4edc0950dd4325a65fa41900774070c

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=sha256:27b3c22b686e59474d64fad7dd00e0602e62c8eef4997f5bb41e8d6d740286b2

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T05:43:34.334943Z digest=sha256:ee2f769a7dc3a43180474b1b942c016766b3b3887c43777f054bf8b3bedae52a

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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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=sha256:174eb790ecf91930248bc3a8fd27b3c81b9c2e8b850d420f4da05237f6a3305a

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=sha256:4c441cc21b98d4e2170fdf56b3de661f515ed84ea090828dc2e51162ac7bb3b7

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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unresolved
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=sha256:59d91075a712c3605f365eaf8c850c984b24469f809ed49a373550a00f9f9ee9

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:35.177456Z digest=sha256:2dfd41207858b6711c1ccc1da1ea81c72bbf051fd32805ccc24a3bc091da1c35

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=sha256:9f23a4cb6d5bdd6bf566b0f737bc8402c936cb3561462ecceb60fd7cdf51c9f3

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

Resolution
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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T05:43:35.567212Z digest=sha256:3f025b158f6c4dff11a2b53ca0a21c6363e57d1920957857cc4c56d76bce762d

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=sha256:6ca321abdf6ca9110efc6675905196d5746a5fef2e45fa92385a1155113ca626

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=sha256:60f7da5a1e6ed11d9e443b31b40035f67a9e21fffc8abee4a0b0438298fab252

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

Resolution
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:ebeeacb5ae1570eff8aff12f22250632a4ca1b04b44b157451d49a2db6809ed4

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

Resolution
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

Resolution
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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unresolved
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=sha256:6055228617cf9bf9d7b46aa131313705b24353148a812755891fdda8384ca606

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=sha256:1fa30aaa48d0aca4366757f9c9b315ef7936a776930ac7f0dfd8db66f3dc86b1

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=sha256:031731e51c6ef8c75b3725a47ef6b63866fc5b0ce3e2717eb8647c9780adea37

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:dd6c83795846106caec72a41193bc5aa1eeae4e8582e95d48dd73f2a6c42bffa

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:b23a2efe6257b855f9ac9b403fa70196edf97ab6c375351864d6b2dd19c3fcc9

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=sha256:1c3eac4467922923ac49a5852c9e50a31c4f96886c93c4da70eb7aa18d673231

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

Resolution
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=sha256:76e65ca36c08bccf07c0a5f9241a55f1079470d47b491a8283c30c7b9f7fe511

Pith citing papers

No inbound Pith citation observations are available.