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Paper Citation Record · LEDGER

Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.17928.

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

pith.paper-citation-record.v1
2503.17928 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:30:22.219763Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T00:34:47.796489Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

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 aa27677a-e313-40c2-a46b-f9467ef70160 · inbound

MLLMs are Deeply Affected by Modality Bias cites this paper.

MLLMs are Deeply Affected by Modality Bias Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T14:30:22.219763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:30:22.219763Z digest=sha256:b04202e7d77d4f02cbf4e7f2fc4648195b3bfd826931890c169b84a9014e6d56

Observation 478a59b6-a9bb-4c4d-a4b6-bf4851447ef9 · inbound

Bias Mitigation Agent: Optimizing Source Selection for Fair and Balanced Knowledge Retrieval cites this paper.

Bias Mitigation Agent: Optimizing Source Selection for Fair and Balanced Knowledge Retrieval Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T16:21:18.024349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:21:18.024349Z digest=sha256:783a3759a5393a8214aa2453acdf19722771a42ba1a1c7f276fb044b12ca5b4b

Observation 8dfc72a6-f88c-427e-9f47-c2cbc957ee74 · inbound

Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation cites this paper.

Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization

Reference 171

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:34:47.797787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-05-10T00:33:39.960170Z digest=sha256:4584b971b0020df2b01a84ad5b1bf9d2ea318f9480b047168b115da1a3483c3b