Paper Citation Record · LEDGER

Unified Hallucination Detection for Multimodal Large Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2402.03190.

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

pith.paper-citation-record.v1
2402.03190 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:18:47.281600Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:57:23.726353Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 55689709-8ffe-40bf-919c-6ecb9bb03f60 · inbound

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

Hallucination of Multimodal Large Language Models: A Survey Unified Hallucination Detection for Multimodal Large Language Models

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:33:33.624695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 32a0475e-ae4d-44d3-a1f9-c4ab2fcd4217 · inbound

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models cites this paper.

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models Unified Hallucination Detection for Multimodal Large Language Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-23T23:58:39.601178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 892b223d-b904-4174-af37-0395a6e06931 · inbound

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation cites this paper.

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation Unified Hallucination Detection for Multimodal Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:52:19.982492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 376f40cc-73b1-4818-95c8-fbb7dec15dbc · inbound

Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models cites this paper.

Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models Unified Hallucination Detection for Multimodal Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:15.494189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eaedb72-0415-4070-ab85-23d82c30fe60 · inbound

Re-Thinking the Automatic Evaluation of Image-Text Alignment in Text-to-Image Models cites this paper.

Re-Thinking the Automatic Evaluation of Image-Text Alignment in Text-to-Image Models Unified Hallucination Detection for Multimodal Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:40.971289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c05709c-89a7-477a-8fe7-1e42d4afbd18 · inbound

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models cites this paper.

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models Unified Hallucination Detection for Multimodal Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:47.281600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14cf1ee1-3e11-41fa-a9f3-b8b7142b50d3 · inbound

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

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey Unified Hallucination Detection for Multimodal Large Language Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-05T20:28:49.194785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d7f1c6e-e608-4fbd-9db2-95d5673186d2 · inbound

Cross Paraphrastic Invariance Learning for Hallucination Detection cites this paper.

Cross Paraphrastic Invariance Learning for Hallucination Detection Unified Hallucination Detection for Multimodal Large Language Models

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:57:23.727960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd1c0052-883c-4ef1-a6e5-65de25a2c049 · inbound

UHP Detection: LVLMs have their Unique Hallucination Pattern in the Consistency Space cites this paper.

UHP Detection: LVLMs have their Unique Hallucination Pattern in the Consistency Space Unified Hallucination Detection for Multimodal Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T11:53:24.614015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.