Paper Citation Record · LEDGER

Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2405.18654.

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

pith.paper-citation-record.v1
2405.18654 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

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

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:03:26.186307Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 13883887-e87a-4beb-b2e6-8d9f3efe0886 · inbound

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding cites this paper.

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:26.186307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b719166e-c3b6-4ab1-926f-4ae23bc1958d · inbound

Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding cites this paper.

Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:59.789620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18dca663-26bf-4c96-bafc-d22e2010a868 · inbound

LPOI: Listwise Preference Optimization for Vision Language Models cites this paper.

LPOI: Listwise Preference Optimization for Vision Language Models Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:56.617261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e45eba6-e621-422a-b528-4c4606d2adba · inbound

Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation cites this paper.

Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T00:53:25.018219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e82b76f-4b8f-448b-b2f6-df366353cf7f · inbound

Mitigating Object Hallucinations via Sentence-Level Early Intervention cites this paper.

Mitigating Object Hallucinations via Sentence-Level Early Intervention Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:35:32.580740Z

Source-reported events for the cited work

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

Observation 8fdfbb6f-877d-42db-bb55-0a70084fbd81 · inbound

Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation cites this paper.

Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T23:43:04.605185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38a8d27a-7220-42b2-932b-d2eb8fd01b5d · inbound

Controlling Multimodal LLMs via Reward-guided Decoding cites this paper.

Controlling Multimodal LLMs via Reward-guided Decoding Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T19:52:50.314209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b903e761-0591-44b4-966b-7c3ba9b4c0cd · inbound

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering cites this paper.

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 253

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:54:45.438618Z

Source-reported events for the cited work

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

Observation e9a5a2e6-ba6f-45a1-bdab-5df11fff8246 · inbound

CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering cites this paper.

CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 97

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:50:40.192405Z

Source-reported events for the cited work

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

Observation 6ff6e533-e49c-411b-bdd1-5f65047d153f · inbound

Uncertainty-Aware Exploratory Direct Preference Optimization for Multimodal Large Language Models cites this paper.

Uncertainty-Aware Exploratory Direct Preference Optimization for Multimodal Large Language Models Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:51:09.413142Z

Source-reported events for the cited work

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

Observation 9aa7b84e-3d72-470c-8e7b-0bf109908ac1 · inbound

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation cites this paper.

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:14:18.747094Z

Source-reported events for the cited work

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

Observation 9b655c4e-3021-4e0a-924c-497a5c86eaa6 · inbound

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation cites this paper.

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:05:28.680529Z

Source-reported events for the cited work

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