Paper Citation Record · LEDGER

Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 31 inbound Pith citation observations for arXiv:2403.18715.

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

pith.paper-citation-record.v1
2403.18715 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 31 of 31 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 31 of 31 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:02:45.167476Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T19:06:02.535166Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
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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 403af497-2ec2-4aa9-831c-8c6b630cc0c6 · inbound

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

Hallucination of Multimodal Large Language Models: A Survey Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 170

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:33.137856Z

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 89f42260-b29e-4491-b87a-5ffb7deda784 · inbound

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

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-23T23:58:39.535310Z

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 d0aff9bc-1a78-4a8b-825f-341e3ee67787 · inbound

MINT: Mitigating Hallucinations in Large Vision-Language Models via Token Reduction cites this paper.

MINT: Mitigating Hallucinations in Large Vision-Language Models via Token Reduction Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T18:02:45.167476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee93e859-d3fa-47c5-9905-5d055206aeff · inbound

A Survey on Foundation Models for Personalized Federated Intelligence cites this paper.

A Survey on Foundation Models for Personalized Federated Intelligence Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 220

Resolution: verified exact; arxiv_id, observed 2026-05-22T15:34:57.750932Z

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 048c5fb9-b35e-4281-ab98-c6df1a870884 · inbound

Policy Contrastive Decoding for Robotic Foundation Models cites this paper.

Policy Contrastive Decoding for Robotic Foundation Models Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:11:38.569727Z

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 0340ce12-f89f-4adc-ad16-dc902035e0d6 · 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 Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:27.505799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 004399ef-04f4-442e-b1da-097805bbc48e · 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 Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:00.222400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1959433-08a9-49a0-93d0-1a067cdbb920 · inbound

Causal-LLaVA: Causal Disentanglement for Mitigating Hallucination in Multimodal Large Language Models cites this paper.

Causal-LLaVA: Causal Disentanglement for Mitigating Hallucination in Multimodal Large Language Models Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:05.285816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a54c286-d0e4-4615-9f80-2810d89316d9 · 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 Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:40.494427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41bd1529-5760-4f67-be44-2b63fc4115a3 · inbound

Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide LVLM Decoding cites this paper.

Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide LVLM Decoding Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:43:02.168404Z

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 0c0e1674-a134-4e1e-b300-781af4bf527f · 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 Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T00:53:26.193559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b54e66f-c402-4f47-a302-c723e16ab620 · inbound

Dual-Stage Value-Guided Inference with Margin-Based Reward Adjustment for Fast and Faithful VLM Captioning cites this paper.

Dual-Stage Value-Guided Inference with Margin-Based Reward Adjustment for Fast and Faithful VLM Captioning Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:21.985073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a774852-0d77-4846-9e24-8ff2d0c87ba4 · inbound

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models cites this paper.

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T21:44:58.350844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d87c61-7651-4963-9d62-7cf39831fb82 · inbound

Energy-Guided Decoding for Object Hallucination Mitigation cites this paper.

Energy-Guided Decoding for Object Hallucination Mitigation Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T18:39:29.659436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e743edde-d29a-44c7-8718-14b8c0d283f5 · 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 Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:10.145870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 273efe2e-97ed-4f27-bf7c-507b44cd57ba · inbound

ChartCap: Mitigating Hallucination of Dense Chart Captioning cites this paper.

ChartCap: Mitigating Hallucination of Dense Chart Captioning Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T04:43:40.267276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11db234d-d379-4d4e-a164-9f5232295dcc · inbound

Adaptive Sparse Softmax: An Effective and Efficient Softmax Variant cites this paper.

Adaptive Sparse Softmax: An Effective and Efficient Softmax Variant Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T04:41:38.138719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ba47e0b-cff9-499c-875a-e7abfa9edccc · inbound

Measuring Epistemic Humility in Multimodal Large Language Models cites this paper.

Measuring Epistemic Humility in Multimodal Large Language Models Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T18:49:39.300900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 382aaa0c-f068-4db3-9fcc-8eead70e1569 · inbound

Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs cites this paper.

Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-03T12:42:37.680719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdde20cb-5d47-4bb0-be30-aca66acb49b5 · inbound

See Fair, Speak Truth: Equitable Attention Improves Grounding and Reduces Hallucination in Vision-Language Alignment cites this paper.

See Fair, Speak Truth: Equitable Attention Improves Grounding and Reduces Hallucination in Vision-Language Alignment Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:26:00.614958Z

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 30fa1cbe-e5a0-4a15-8dda-5a4edb23f2ab · 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 Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:35:57.319592Z

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 4fe1eb96-65a1-4bab-a058-9828cf8751ff · inbound

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

Mitigating Multimodal Hallucination via Phase-wise Self-reward Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:38:43.271160Z

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 b5918120-0f69-48f5-872d-378c38a0afba · inbound

Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models cites this paper.

Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:31:16.290321Z

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 9554ca17-8206-441b-b1df-39c51d7d2202 · 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 Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 71

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:50:40.233685Z

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 2919bc68-eb51-4a29-a945-5c529918c6f4 · inbound

When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs cites this paper.

When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:05.241940Z

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 9e8c53d5-1c49-4831-84b5-0c396eb01456 · inbound

Scalable Token-Level Hallucination Detection in Large Language Models cites this paper.

Scalable Token-Level Hallucination Detection in Large Language Models Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:52:22.368848Z

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 cd5f7934-a1b1-4a35-8fe2-987ae6cd72ec · inbound

SDGBiasBench: Benchmarking and Mitigating Vision--Language Models' Biases in Sustainable Development Goals cites this paper.

SDGBiasBench: Benchmarking and Mitigating Vision--Language Models' Biases in Sustainable Development Goals Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T07:31:13.892267Z

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 9a51e95a-e6d2-433b-9aed-755ad31d2cfe · inbound

Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding cites this paper.

Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T19:06:02.536979Z

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 26319cab-adf5-47e6-9cc0-d72ed0eef91e · 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 Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:14:18.707747Z

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 88e865ef-fb9a-4db7-bbce-a9f2cdaf29c9 · inbound

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

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:05:28.554953Z

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 9179b7a1-53e7-4251-a7a7-0d34f0819519 · inbound

TPCD: Tone-Pressure Contrastive Decoding and the Label-Free Gating Bottleneck in Vision-Language Models cites this paper.

TPCD: Tone-Pressure Contrastive Decoding and the Label-Free Gating Bottleneck in Vision-Language Models Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T13:49:58.964255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.