Paper Citation Record · LEDGER

Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2403.08730.

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

pith.paper-citation-record.v1
2403.08730 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:45:56.237159Z

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 0bb9e71d-9dd0-4456-b911-5415d3cda086 · 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 Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization

Reference 120

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T10:46:28.605135Z

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 ff12a37d-7f25-4dd9-b7e3-153cb5e041c4 · 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 Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization

Reference 77

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T09:16:17.396163Z

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 881e100c-4a68-4ef0-b55f-329b5d5fff0b · inbound

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

LPOI: Listwise Preference Optimization for Vision Language Models Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:56.237159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e7387b7-ee11-417f-9516-cefda1259562 · inbound

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models cites this paper.

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:00:48.948028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52c4fc3e-02e6-4033-b8c7-0c0d6f315399 · 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 Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:08.076475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbe85699-2810-4562-a6c2-e7bf27a83bdf · inbound

NoisyGRPO: Incentivizing Multimodal CoT Reasoning via Noise Injection and Bayesian Estimation cites this paper.

NoisyGRPO: Incentivizing Multimodal CoT Reasoning via Noise Injection and Bayesian Estimation Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T04:40:52.948803Z

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 4e69233a-6b55-4615-bbae-117dd8e12f1e · inbound

Deep Pre-Alignment for VLMs cites this paper.

Deep Pre-Alignment for VLMs Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization

Reference 110

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:27:39.173539Z

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.