Paper Citation Record · LEDGER

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models

As of 7 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 2 inbound Pith citation observations for arXiv:2507.09184.

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

pith.paper-citation-record.v1
2507.09184 v2

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:09:12.703445Z

measured 94 of 94 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T10:51:38.455604Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T02:36:26.495175Z

Reference resolution

92 of 92 outbound references displayed

verified exact2
verified fuzzy4
unresolved86
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fcebb80e-e67a-4e25-97e2-56bb1ba2fbeb · outbound

This paper cites GPT-4 Technical Report.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:03.518459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c794393-d107-468e-abe5-a893502100e3 · outbound

This paper cites Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:03.588889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e20b7a41-f9c0-40d7-a98e-2b6de4399a0c · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:03.664319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 067e49e4-3974-4d48-bb98-109e9af09b4f · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Hallucination of Multimodal Large Language Models: A Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:03.731474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9509723e-65e6-422a-91b3-75370563438b · outbound

This paper cites Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:03.792864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7afa340c-5787-4514-80c2-8beb8f73cb60 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:03.866461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 562b6634-6288-45ed-ba49-a75756a652e9 · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:03.923853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b1933be-8023-4e5b-8442-87bcb0ce6636 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:03.986681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d1c7e93-45b5-4daf-ab47-9cc785785581 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:04.064963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5148b6f-529c-4d99-beaa-a12c442a3fb1 · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:04.223683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 919ab78e-c58b-473c-8983-4e7ab5955ec2 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:04.347465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bdadda9-dd36-46b4-93f1-9e6881235220 · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:04.462122Z

Source-reported events for the cited work

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Observation bd65fe72-c4f8-4534-8bfa-5a2cad63128d · outbound

This paper cites Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:04.579677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e2e0012-5847-472b-a7e8-8431c276e1bb · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:04.692520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ed03d6-08d3-44ef-ab43-bdaaa343c95b · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:04.807581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c1bdc78-d3d7-40f7-859c-d67faeb529a2 · outbound

This paper cites Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:04.896638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f502d20-b7fa-464f-abf4-36a3c5722491 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:05.049067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 238d7245-9b99-473e-841c-077b6568201a · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:05.127900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86ccd12d-3931-487a-93b3-21ff1e801e60 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:05.379941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f64a32b0-92af-4606-b52c-c0d3c58db9f8 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:05.517749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81334f5d-63f5-4da6-8be4-d8f837c3ff1a · outbound

This paper cites Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:05.646100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 588c63e7-4251-4ee6-aee7-42ff6e68d7ba · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:05.749687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4881b57-f331-4a78-9261-385bb74cc644 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:05.836181Z

Source-reported events for the cited work

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Observation c90e75ff-a607-4d07-9d3a-49d149b9e8f7 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:06.011724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77763261-4a47-45ef-9649-c75242a0fcfd · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:17.702378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b9cdab9e-ee62-4e64-9360-73cb48a118f1 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:17.390816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0dc191f6-aee6-4e7c-ad82-537c18805271 · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:06.273983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa3e0550-26c3-415f-88d2-2392ee3c70e6 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:17.132638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70a1b00b-d496-44ea-9da8-771c397e9079 · outbound

This paper cites The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:06.449230Z

Source-reported events for the cited work

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Observation 9764b61f-828a-414f-8da2-ec9aec90b5ce · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:16.874266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88b7641a-c56a-4f69-b097-04f47aa6c712 · outbound

This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:06.591569Z

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Observation 1df0b745-14f4-4cf4-a6d0-d7a1fae2799a · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:06.686333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1e0ca83-a3fe-4905-b7e4-168adc7056c0 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:16.624255Z

Source-reported events for the cited work

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Observation d45520d9-3a23-470f-9eee-0312447d6314 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:06.971934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6114f00-c053-4fb8-a6a2-cc4b806b3095 · outbound

This paper cites The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:07.147109Z

Source-reported events for the cited work

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Observation 15a496be-60bd-48ad-a501-ff16e96edf96 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 37

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Observation d22cc338-58f2-4c13-93e4-a2e1e6922cd1 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 38

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Source-reported events for the cited work

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Observation 0ab4622a-1c60-470b-9dd2-93f732e094b8 · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Evaluating Object Hallucination in Large Vision-Language Models

Reference 39

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Source-reported events for the cited work

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Observation c22237cb-71ed-4ebe-acc6-56aebf738758 · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models A Survey on Hallucination in Large Vision-Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:07.643264Z

Source-reported events for the cited work

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Observation 3b609538-f8cf-4f93-b377-1b8c60848552 · outbound

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MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:07.742579Z

Source-reported events for the cited work

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Observation 5ca435f9-032a-4d29-843a-c0c3a9a1153c · outbound

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MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models In International Conference on Learning Representations

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:09:16.298488Z

Source-reported events for the cited work

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Observation 80ad7e54-f0fd-48d7-87c3-1eff52fd99a7 · outbound

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MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Manmatha, and C

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:09:15.330230Z

Source-reported events for the cited work

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Observation 52b92175-1d51-4f4c-bc01-48bc885c7883 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:15.656818Z

Source-reported events for the cited work

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Observation 2810d02c-e4e2-47bb-9327-a334608a8bc2 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Object Hallucination in Image Captioning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:08.300995Z

Source-reported events for the cited work

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Observation 58f3bd48-5fea-4155-8484-1777da5d3642 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 47

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Source-reported events for the cited work

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Observation 0be4d241-e75c-4703-88ce-a467f8455973 · outbound

This paper cites From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:08.482728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52c4fc3e-02e6-4033-b8c7-0c0d6f315399 · outbound

This paper cites Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:08.076475Z

Source-reported events for the cited work

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Observation 46cbb77a-34e6-45ec-b9bd-15175cad2bd5 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:08.726538Z

Source-reported events for the cited work

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Observation 81d4d4e1-1162-4346-a292-b8fbfa279aff · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Aligning Large Multimodal Models with Factually Augmented RLHF

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:08.807559Z

Source-reported events for the cited work

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Observation 8d5ac4f5-b40c-4fb3-b26e-f100904242b6 · outbound

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MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Arik, and Tomas Pfister

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:09:15.087353Z

Source-reported events for the cited work

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Observation 0f577e07-8c5a-48e4-9a26-cdaf27b5fe6a · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:14.719597Z

Source-reported events for the cited work

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Observation ae9153c9-cc38-442a-b259-fb01284dfca1 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:15.025340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e4ab56b1-8127-4d9d-afa9-a99611ef65a5 · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:09.204371Z

Source-reported events for the cited work

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Observation af9ed801-5e99-4573-ab8d-052c41e5cd48 · outbound

This paper cites Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:09:14.514762Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d1961a3a-0f36-41fb-a516-09781e85eecd · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:14.869493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a17ce182-7c35-4914-8e42-e257f91fb604 · outbound

This paper cites VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive Decoding.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive Decoding

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:09.645932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a700b16-c4c3-459e-b125-83428ddbfdda · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:14.626533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c396b57c-ee72-4e57-83bf-541e749a2636 · outbound

This paper cites Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:09.900466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a334d24c-4646-4bc9-894e-1a9fc7635546 · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:10.031074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8db0e4d-af71-4ae6-8e6c-67244ac9b2e8 · outbound

This paper cites mDPO: Conditional Preference Optimization for Multimodal Large Language Models.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models mDPO: Conditional Preference Optimization for Multimodal Large Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:09.378681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 563b46ce-91bc-487f-8af0-ab6aeb176d77 · outbound

This paper cites CREAM: Consistency Regularized Self-Rewarding Language Models.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models CREAM: Consistency Regularized Self-Rewarding Language Models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:10.242420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0052603-68f4-487f-a407-945ff5ca17e6 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:14.419804Z

Source-reported events for the cited work

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Observation e886fdb5-cb9a-4bec-afa8-0bf0f6213364 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:14.162248Z

Source-reported events for the cited work

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Observation 411a568b-4c58-45f2-a6ed-5323307509ea · outbound

This paper cites Mitigating Object Hallucination via Concentric Causal Attention.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Mitigating Object Hallucination via Concentric Causal Attention

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:10.520717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e743edde-d29a-44c7-8718-14b8c0d283f5 · outbound

This paper cites Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:10.145870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92ee96e0-4a3f-49f5-9aac-b12393d9a28f · outbound

This paper cites MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:10.674561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07cbe223-db0a-407a-a553-d73414818924 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:14.297573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6db15840-a5d1-42f6-a76d-41eece62ede4 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:13.966372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 46bbd451-a378-441c-ad19-406afd5b816f · outbound

This paper cites A Survey on Multimodal Large Language Models.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models A Survey on Multimodal Large Language Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:10.998551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 708e58dd-3871-433a-9b07-054563273b3e · outbound

This paper cites LLaVA-Critic: Learning to Evaluate Multimodal Models.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models LLaVA-Critic: Learning to Evaluate Multimodal Models

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:10.589173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f808cba-a471-4b70-aeb0-656436b2e9a7 · outbound

This paper cites RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:11.211296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cd6c351-2d75-417f-9eb7-e788722dfcf6 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:14.091155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b3b67f3-291b-40f7-8796-9667f427ba3a · outbound

This paper cites Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:11.418491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3046f952-ebd4-44c8-af68-99b8cccb82e1 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:13.685418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89422fe3-b9c0-462c-bec1-f882dab904e5 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:13.809146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1e66cf87-d599-48a7-921d-7210abbedea0 · outbound

This paper cites Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models

Reference 78

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:09:13.037301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30459bec-247f-4e65-bbad-a03dc65153d9 · outbound

This paper cites MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:11.337073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d01f3afc-539a-41da-ae2a-b9f69b3bb80b · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:11.917632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd20abaf-9c03-42fb-8614-74593012eb15 · outbound

This paper cites From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks

Reference 81

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:09:12.932697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 53e7fa6d-e143-4f36-aa72-3690680403f5 · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:11.588609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c7d8a6-a913-4400-8967-34ebb786dca1 · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:13.449450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51643b6c-c484-4f9e-8a29-d8079c653794 · outbound

This paper cites GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:11.814271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6aaca34-97a0-4a9e-a37e-973914438421 · outbound

This paper cites Calibrated Self-Rewarding Vision Language Models.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Calibrated Self-Rewarding Vision Language Models

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:12.392099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf184da4-4f7d-41da-86fc-545c081ffa3d · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:12.489350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11926a68-755d-45a7-86f0-458ee677f19f · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:09:13.565406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6cf7bf70-5853-428f-80e8-95f8bf768da5 · outbound

This paper cites Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:12.654015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5536d1b1-88aa-4703-8df5-96e920f57a79 · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Analyzing and Mitigating Object Hallucination in Large Vision-Language Models

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:12.304104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edae4f2c-96c7-4d3d-9a0a-0d0d4ee61267 · outbound

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:12.583205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3f35456-f795-4df4-b3f2-3947d9e951fd · outbound

This paper cites an unresolved cited work.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:12.703445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad44aed1-9d8f-4444-96f7-7175fad57f12 · outbound

This paper cites International Journal of Computer Vision 127 (2016), 398 – 414.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models International Journal of Computer Vision 127 (2016), 398 – 414

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:05.239502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f69c65f3-fa10-4de4-b0a9-bfaeec53e372 · outbound

This paper cites VACoDe: Visual Augmented Contrastive Decoding.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models VACoDe: Visual Augmented Contrastive Decoding

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:06.394893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 81bf9e71-ab5f-44e4-ad37-d7abec4e2070 · inbound

VIDA: A dataset for Visually Dependent Ambiguity in Multimodal Machine Translation cites this paper.

VIDA: A dataset for Visually Dependent Ambiguity in Multimodal Machine Translation MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:50:25.867148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f5d5434a-704e-48e1-8f08-2dcb379a58ea · inbound

When Attention Collapses: Stage-Aware Visual Token Pruning from Structure to Semantics cites this paper.

When Attention Collapses: Stage-Aware Visual Token Pruning from Structure to Semantics MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:36:26.496640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.