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Paper Citation Record · LEDGER

Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.15650.

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

pith.paper-citation-record.v1
2412.15650 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:19:36.373666Z

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

0
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 f00da12f-f109-47a1-9460-1bdec9af2d54 · inbound

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought cites this paper.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:36.373666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:36.373666Z digest=sha256:4d6ed9954161509ee01989334ad776ca2dcb8f42c670c2cfe1bd2fc2d8a630fa

Observation 4805ca99-0207-43f4-a2d1-3514306ba3f7 · inbound

Compared to What? Baselines and Metrics for Counterfactual Prompting cites this paper.

Compared to What? Baselines and Metrics for Counterfactual Prompting Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-09T19:05:10.659155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-09T19:02:46.991897Z digest=sha256:c01e0f2362fb750be417a197f8c89da0c416ca13ae17ced1bd0e861642acd394