Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 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 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T11:53:55.459378Z

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 8cb23d74-60fb-4d68-854e-8bd1afac777f · inbound

CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs cites this paper.

CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-10T11:53:55.459378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2653432f-ca20-4624-9834-f1d0a7e1a2a9 · inbound

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning cites this paper.

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T13:36:24.748024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

Observation 44ff7873-12ee-4b4f-a979-a48396d2dd0a · inbound

Same Attention, Different Truths: Put Logit-Lens over Visual Attention to Detect and Mitigate LVLM Object Hallucination cites this paper.

Same Attention, Different Truths: Put Logit-Lens over Visual Attention to Detect and Mitigate LVLM Object Hallucination Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T10:47:44.022178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.