Paper Citation Record · LEDGER

MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2410.11779.

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

pith.paper-citation-record.v1
2410.11779 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 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 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:34:42.884194Z

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 f0fe23bc-dbdc-4a40-bd63-8a7c61623dd6 · inbound

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

Hallucination of Multimodal Large Language Models: A Survey MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 162

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:33.077337Z

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 a18cd2b1-401e-46a9-a9ed-6ccf3ad43396 · inbound

Fast Large Language Model Collaborative Decoding via Speculation cites this paper.

Fast Large Language Model Collaborative Decoding via Speculation MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T19:34:42.884194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43205d59-3c73-42a1-9d82-00a90eeafa2e · inbound

From Visuals to Vocabulary: Establishing Equivalence Between Image and Text Token Through Autoregressive Pre-training in MLLMs cites this paper.

From Visuals to Vocabulary: Establishing Equivalence Between Image and Text Token Through Autoregressive Pre-training in MLLMs MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T22:43:59.463154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d284adb0-9e97-4de5-903e-d4142296ef5c · inbound

Enhancing Visual Reliance in Text Generation: A Bayesian Perspective on Mitigating Hallucination in Large Vision-Language Models cites this paper.

Enhancing Visual Reliance in Text Generation: A Bayesian Perspective on Mitigating Hallucination in Large Vision-Language Models MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:39.471606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 311beac4-0ceb-43c2-acdf-9bd79457968a · inbound

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images cites this paper.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:34.142890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0289201-04d8-4b11-abd7-52c0fd50dc5c · inbound

PostAlign: Multimodal Grounding as a Corrective Lens for MLLMs cites this paper.

PostAlign: Multimodal Grounding as a Corrective Lens for MLLMs MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:19.322266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d1fcd93-d40d-4938-9cb3-0713876ef7b7 · inbound

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models cites this paper.

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:34.517821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99c603a1-5bdf-47ac-96ca-544df02d5534 · inbound

Modality Bias in LVLMs: Analyzing and Mitigating Object Hallucination via Attention Lens cites this paper.

Modality Bias in LVLMs: Analyzing and Mitigating Object Hallucination via Attention Lens MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T05:04:25.638936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f147be7-e61c-4e8b-8103-9c192ac89fc8 · inbound

Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation cites this paper.

Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T08:14:36.931127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b55f3dec-b8fd-4443-91d8-8040b8d8acaa · inbound

EAGLE: Expert-Augmented Attention Guidance for Tuning-Free Industrial Anomaly Detection in Multimodal Large Language Models cites this paper.

EAGLE: Expert-Augmented Attention Guidance for Tuning-Free Industrial Anomaly Detection in Multimodal Large Language Models MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:06:38.111607Z

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 85929084-feb2-4cdd-af5a-e0eb7c8a9b8a · inbound

Spotlight and Shadow: Attention-Guided Dual-Anchor Introspective Decoding for MLLM Hallucination Mitigation cites this paper.

Spotlight and Shadow: Attention-Guided Dual-Anchor Introspective Decoding for MLLM Hallucination Mitigation MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:35:57.311696Z

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 fc2fa8a8-9939-4f1a-9970-5cba5fc11b6f · inbound

HTDC: Hesitation-Triggered Differential Calibration for Mitigating Hallucination in Large Vision-Language Models cites this paper.

HTDC: Hesitation-Triggered Differential Calibration for Mitigating Hallucination in Large Vision-Language Models MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:01:04.037336Z

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 cd2eb07e-184e-49e3-864c-3e6dcaf556d9 · inbound

Mitigating Multimodal Hallucination via Phase-wise Self-reward cites this paper.

Mitigating Multimodal Hallucination via Phase-wise Self-reward MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:38:43.248232Z

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 e623ac95-ccae-42d1-8779-85e3ab5bfdc1 · 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 MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 287

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T23:54:45.411520Z

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 a8f8bbc4-6aa9-4eb6-bcc7-a650ccd18426 · inbound

When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs cites this paper.

When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T22:54:16.706225Z

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 e5b52bbe-2bf1-47e1-8a1f-c08e94df4895 · 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 MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:51:09.404661Z

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 83ba0e82-3534-4385-b525-f0f9793578f6 · inbound

Not Blind but Silenced: Rebalancing Vision and Language via Adversarial Counter-Commonsense Equilibrium cites this paper.

Not Blind but Silenced: Rebalancing Vision and Language via Adversarial Counter-Commonsense Equilibrium MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:56:25.099611Z

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 bc6ce06f-e4a5-4f86-ad81-806d93d5b788 · inbound

Rethinking Visual Neglect: Steering via Context-Preference for MLLM Hallucination Mitigation cites this paper.

Rethinking Visual Neglect: Steering via Context-Preference for MLLM Hallucination Mitigation MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:33:28.028552Z

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 92afc358-f664-430e-a548-9a712500d23c · inbound

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs cites this paper.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T17:22:33.626317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.