Paper Citation Record · LEDGER

Silkie: Preference Distillation for Large Visual Language Models

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2312.10665.

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

pith.paper-citation-record.v1
2312.10665 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 43 of 43 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:19:45.731027Z

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

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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 43b959f8-b5da-4dbb-89c9-e9adc90adbeb · inbound

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering cites this paper.

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering Silkie: Preference Distillation for Large Visual Language Models

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-15T23:08:21.802896Z

Source-reported events for the cited work

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Observation 33f6ea4b-dd79-4aba-b544-0a251b110e92 · inbound

A Survey on Multimodal Large Language Models cites this paper.

A Survey on Multimodal Large Language Models Silkie: Preference Distillation for Large Visual Language Models

Reference 117

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Source-reported events for the cited work

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Observation a9f82327-f41d-408d-a9eb-0d0f0314a681 · inbound

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning cites this paper.

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning Silkie: Preference Distillation for Large Visual Language Models

Reference 161

Resolution: verified exact; arxiv_id, observed 2026-05-17T10:58:53.398463Z

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Observation 2c650b40-4f4a-4d41-bb7a-cc3b06e5423c · inbound

ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models cites this paper.

ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models Silkie: Preference Distillation for Large Visual Language Models

Reference 106

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Observation c39c5c11-79f8-4f80-8e00-22f304f144db · inbound

A Survey on Knowledge Distillation of Large Language Models cites this paper.

A Survey on Knowledge Distillation of Large Language Models Silkie: Preference Distillation for Large Visual Language Models

Reference 34

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Source-reported events for the cited work

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Observation 233cdd86-cc0c-4292-a444-a54f32b7ff39 · inbound

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments cites this paper.

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments Silkie: Preference Distillation for Large Visual Language Models

Reference 26

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Observation acdea6cc-2661-40b4-829c-5593e707556c · inbound

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

Hallucination of Multimodal Large Language Models: A Survey Silkie: Preference Distillation for Large Visual Language Models

Reference 105

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Source-reported events for the cited work

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Observation 13a8d59a-a86e-4d9e-90e9-2a40123a5b4b · inbound

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output cites this paper.

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output Silkie: Preference Distillation for Large Visual Language Models

Reference 73

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Source-reported events for the cited work

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Observation 60a72d31-2619-46f2-9ead-8271ae6e6c22 · inbound

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization cites this paper.

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Silkie: Preference Distillation for Large Visual Language Models

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:16:17.256298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4a215b56-61d5-4b59-9c3e-91dad1ac794f · inbound

Decompose and Leverage Preferences from Expert Models for Improving Trustworthiness of MLLMs cites this paper.

Decompose and Leverage Preferences from Expert Models for Improving Trustworthiness of MLLMs Silkie: Preference Distillation for Large Visual Language Models

Reference 21

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Source-reported events for the cited work

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Observation cd70d805-43f4-47f7-b63b-c1baf50175af · inbound

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs cites this paper.

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs Silkie: Preference Distillation for Large Visual Language Models

Reference 17

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Observation 9332e79f-d7ce-46ff-82ee-da5bfda82e81 · inbound

Video-Text Dataset Construction from Multi-AI Feedback: Promoting Weak-to-Strong Preference Learning for Video Large Language Models cites this paper.

Video-Text Dataset Construction from Multi-AI Feedback: Promoting Weak-to-Strong Preference Learning for Video Large Language Models Silkie: Preference Distillation for Large Visual Language Models

Reference 20

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Observation 379e3394-eb4e-4230-89de-79b16e85e071 · inbound

Efficient Self-Improvement in Multimodal Large Language Models: A Model-Level Judge-Free Approach cites this paper.

Efficient Self-Improvement in Multimodal Large Language Models: A Model-Level Judge-Free Approach Silkie: Preference Distillation for Large Visual Language Models

Reference 11

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Observation a01a592e-44bc-406f-a3c8-a5ab89e09ed0 · inbound

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning cites this paper.

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning Silkie: Preference Distillation for Large Visual Language Models

Reference 24

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Observation 6c9fc335-538d-4d28-a41f-de1ee3788a70 · inbound

Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment cites this paper.

Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment Silkie: Preference Distillation for Large Visual Language Models

Reference 31

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Observation 752bf7ef-9dcf-48ea-a232-c45f7efea877 · inbound

EACO: Enhancing Alignment in Multimodal LLMs via Critical Observation cites this paper.

EACO: Enhancing Alignment in Multimodal LLMs via Critical Observation Silkie: Preference Distillation for Large Visual Language Models

Reference 20

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Observation a7882aee-c046-4125-ad1b-239d7c18578f · inbound

Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models cites this paper.

Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models Silkie: Preference Distillation for Large Visual Language Models

Reference 22

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Source-reported events for the cited work

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Observation 747aa7de-c4fb-409c-abd2-71b910309c24 · inbound

Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution cites this paper.

Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution Silkie: Preference Distillation for Large Visual Language Models

Reference 18

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Observation 37c30236-9aaf-494a-96cc-95933a978e63 · inbound

Cross-Modal Attention Calibration for LVLM Hallucination Mitigation cites this paper.

Cross-Modal Attention Calibration for LVLM Hallucination Mitigation Silkie: Preference Distillation for Large Visual Language Models

Reference 20

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AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs cites this paper.

AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs Silkie: Preference Distillation for Large Visual Language Models

Reference 36

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Observation 044b9f2b-85a2-4e0a-a707-b6eddc44a1cd · inbound

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild cites this paper.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Silkie: Preference Distillation for Large Visual Language Models

Reference 22

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Observation 8e534273-46d3-4802-b811-757a84634a33 · inbound

Temporal Preference Optimization for Long-Form Video Understanding cites this paper.

Temporal Preference Optimization for Long-Form Video Understanding Silkie: Preference Distillation for Large Visual Language Models

Reference 30

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Observation f0d45872-f93d-4c1d-9d9a-f4c369859f78 · inbound

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

CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs Silkie: Preference Distillation for Large Visual Language Models

Reference 10

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MM-RLHF: The Next Step Forward in Multimodal LLM Alignment cites this paper.

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment Silkie: Preference Distillation for Large Visual Language Models

Reference 37

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ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning cites this paper.

ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning Silkie: Preference Distillation for Large Visual Language Models

Reference 29

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Observation 33fe8ba4-4dc3-4704-aafd-3cccd388b715 · inbound

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

LPOI: Listwise Preference Optimization for Vision Language Models Silkie: Preference Distillation for Large Visual Language Models

Reference 17

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GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking cites this paper.

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking Silkie: Preference Distillation for Large Visual Language Models

Reference 23

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DPO Learning with LLMs-Judge Signal for Computer Use Agents cites this paper.

DPO Learning with LLMs-Judge Signal for Computer Use Agents Silkie: Preference Distillation for Large Visual Language Models

Reference 8

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Observation 96db0a19-af0d-4def-b013-5187b34ca691 · inbound

LeanPO: Lean Preference Optimization for Likelihood Alignment in Video-LLMs cites this paper.

LeanPO: Lean Preference Optimization for Likelihood Alignment in Video-LLMs Silkie: Preference Distillation for Large Visual Language Models

Reference 37

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Observation c32024ec-ed48-4892-8f1a-7e24be6b056e · inbound

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

PostAlign: Multimodal Grounding as a Corrective Lens for MLLMs Silkie: Preference Distillation for Large Visual Language Models

Reference 46

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Observation 197ee628-b76b-4860-9504-86827db0aa01 · inbound

Bridging the Gap in Vision Language Models in Identifying Unsafe Concepts Across Modalities cites this paper.

Bridging the Gap in Vision Language Models in Identifying Unsafe Concepts Across Modalities Silkie: Preference Distillation for Large Visual Language Models

Reference 31

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Observation a5c9280e-2c3a-4799-be94-002e5bd50402 · inbound

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

Mitigating Object Hallucinations via Sentence-Level Early Intervention Silkie: Preference Distillation for Large Visual Language Models

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation da879e89-1fa4-4893-b6cd-b2135a2a2a45 · inbound

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

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey Silkie: Preference Distillation for Large Visual Language Models

Reference 61

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Observation 82399be2-2ebe-412b-b0e7-3220ae1b890c · inbound

Improving Large Vision and Language Models by Learning from a Panel of Peers cites this paper.

Improving Large Vision and Language Models by Learning from a Panel of Peers Silkie: Preference Distillation for Large Visual Language Models

Reference 29

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Source-reported events for the cited work

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Observation bcfcfc53-0e48-4a26-963a-ef15269b830b · inbound

Magic-MM-Embedding: Towards Visual-Token-Efficient Universal Multimodal Embedding with MLLMs cites this paper.

Magic-MM-Embedding: Towards Visual-Token-Efficient Universal Multimodal Embedding with MLLMs Silkie: Preference Distillation for Large Visual Language Models

Reference 48

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Observation 8fc7bf25-77a8-4a10-837c-680aa97badec · inbound

Topo-R1: Detecting Topological Anomalies via Vision-Language Models cites this paper.

Topo-R1: Detecting Topological Anomalies via Vision-Language Models Silkie: Preference Distillation for Large Visual Language Models

Reference 41

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e06f9429-3404-4e78-868f-c91be94d3765 · inbound

You Only Judge Once: Multi-response Reward Modeling in a Single Forward Pass cites this paper.

You Only Judge Once: Multi-response Reward Modeling in a Single Forward Pass Silkie: Preference Distillation for Large Visual Language Models

Reference 3

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Observation 9a57f30b-4b80-4ea1-ab84-b05383e431fc · inbound

Visual Preference Optimization with Rubric Rewards cites this paper.

Visual Preference Optimization with Rubric Rewards Silkie: Preference Distillation for Large Visual Language Models

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 529af750-587c-4766-b290-e9a46de366ea · inbound

SignDPO: Multi-level Direct Preference Optimisation for Skeleton-based Gloss-free Sign Language Translation cites this paper.

SignDPO: Multi-level Direct Preference Optimisation for Skeleton-based Gloss-free Sign Language Translation Silkie: Preference Distillation for Large Visual Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:01:06.492898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bcfe1c6d-7f72-4077-a0f3-a9edb50883ab · inbound

Online Self-Calibration Against Hallucination in Vision-Language Models cites this paper.

Online Self-Calibration Against Hallucination in Vision-Language Models Silkie: Preference Distillation for Large Visual Language Models

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d2a7ace1-8370-4b84-a5ae-b6f5fe6768e0 · inbound

Deep Pre-Alignment for VLMs cites this paper.

Deep Pre-Alignment for VLMs Silkie: Preference Distillation for Large Visual Language Models

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:27:39.101866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 792dae05-a8e5-47e6-8fdd-9ba7f06406cf · inbound

Toward Native Multimodal Modeling: A Roadmap cites this paper.

Toward Native Multimodal Modeling: A Roadmap Silkie: Preference Distillation for Large Visual Language Models

Reference 171

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:04:01.994211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 34a67d23-2985-4dfa-943f-853f97b59a81 · inbound

MAPL: Multi-Objective Preference Learning for Robot Locomotion cites this paper.

MAPL: Multi-Objective Preference Learning for Robot Locomotion Silkie: Preference Distillation for Large Visual Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:40:06.232152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.