Paper Citation Record · LEDGER

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization

As of 13 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 3 inbound Pith citation observations for arXiv:2411.10436.

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

pith.paper-citation-record.v1
2411.10436 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:42:37.558094Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:09:04.896638Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T12:33:33.705804Z

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0a7dec0a-3602-44bc-b038-92e1703f0e33 · outbound

This paper cites GPT-4 Technical Report.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.411751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eb979c4-26d6-49f7-a66f-102d149dc48d · outbound

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

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Hallucination of Multimodal Large Language Models: A Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.416530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 866ea873-f470-4717-8a0e-821c781826ed · outbound

This paper cites ShareGPT4V: Improving Large Multi-Modal Models with Better Captions.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.421055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 526bf3fe-4493-4635-99db-f72d3fa100b5 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:42:38.057695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5ee1921f-8bd3-4b7a-a5c4-a2ec315b0dfc · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.430130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83cde7c5-6fa0-4348-9c2b-457472668d88 · outbound

This paper cites The Llama 3 Herd of Models.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.434287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 810492c1-f582-4d78-9dcd-2746834b2297 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.439133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c2afb8-7838-4675-a449-f5e96e6f9a15 · outbound

This paper cites Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.443868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c302cc6e-9eb5-4134-9e78-8c50353aa2b6 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.448215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7afd0850-c01e-4c69-aa18-638ac31bacfa · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.452141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e885fd5b-047b-4dae-8fe6-282cfa6835bc · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:42:38.018753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 54d6aa79-b4dc-4501-8311-939247fa8ee4 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.460222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6ffa683-f7e2-46ae-837f-4d96cfe4e634 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.464372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7f7807b-c325-42e2-b581-b23e04467917 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:42:37.996920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c1ce5b96-c54a-40ce-83d7-5e4ae2bf83dc · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.472172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7505cabe-0bea-4853-b747-705939468a49 · outbound

This paper cites PhD: A ChatGPT-Prompted Visual hallucination Evaluation Dataset.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization PhD: A ChatGPT-Prompted Visual hallucination Evaluation Dataset

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.476167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbf88e6b-f5df-4060-8e56-89f73043a089 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.480411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54de0c2f-1a36-45b9-8682-ad5981a6845d · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:42:37.966475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2a16da2c-ed8d-4a3f-96d2-9ba53a12a0f1 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:42:37.953295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d585e198-4a59-4c00-921c-933ab6e1c0d8 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.492914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1b25071-cadb-42f4-a04d-0d119c6df649 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.496817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 001dea26-9bda-4228-976c-c7a2864c6dd9 · outbound

This paper cites Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.500904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 762dd461-eac6-465c-9670-f469bceae6de · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.505172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db82802-9d39-4ba6-aeb7-2392be8e7f16 · outbound

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

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.509027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe4a2727-b06f-4c9d-aa1b-0479e59b1426 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-12T19:42:37.602123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 37839824-e638-48c3-bdcc-32b40555fc60 · outbound

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

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Woodpecker: Hallucination Correction for Multimodal Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.517269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cf2f598-c85a-4442-aa33-41f2dd056042 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.521417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9c03b6b-e451-43ef-9273-ec08bf49dfe8 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:42:37.912315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fd5879ce-b66f-4659-acc7-d709d1817909 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.529504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10054ba6-d644-40c5-a5b7-144c5933aa52 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:42:37.898938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 312e1121-9cd0-4a07-8aa3-c5536a8e1967 · outbound

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

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.537281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ea0f305-c0b9-403d-8049-2fa20ae44fbf · outbound

This paper cites Aligning Modalities in Vision Large Language Models via Preference Fine-tuning.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Aligning Modalities in Vision Large Language Models via Preference Fine-tuning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.541591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb7c3946-4142-44d7-998f-d99cdcf45edf · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:42:37.885659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 312eab8a-bf6a-4065-ae99-73a382e30da1 · outbound

This paper cites an unresolved cited work.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.549669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e65a8ccf-af24-458b-8e30-4241cfd85646 · outbound

This paper cites online" 'onlinestring :=.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization online" 'onlinestring :=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.553393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 825006c8-6029-44b0-bbf8-afd2f5b5eb0e · outbound

This paper cites write newline.

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization write newline

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T19:42:37.558094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 53e6bb14-9242-4f76-b64a-46a8259c5048 · inbound

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

Hallucination of Multimodal Large Language Models: A Survey Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:33.707689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models cites this paper.

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 6811f602-804f-4beb-8871-a9e3381465c3 · inbound

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

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization

Reference 211

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:04.223017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.