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Paper Citation Record · LEDGER

Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2403.18346.

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

pith.paper-citation-record.v1
2403.18346 v4

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 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:43:37.782938Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T14:45:09.164454Z

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 fb819caf-35f2-4e3d-9fa9-c51d3cb1471a · inbound

Mitigating Hidden Confounding by Progressive Confounder Imputation via Large Language Models cites this paper.

Mitigating Hidden Confounding by Progressive Confounder Imputation via Large Language Models Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T22:43:37.782938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:43:37.782938Z digest=sha256:a342c12fe941714686bbd5b45556c1673b9a0ef604d04c1ef2f3d5be235cdcba

Observation f7946dc7-3893-4d32-9ef0-0b864639c556 · inbound

GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs cites this paper.

GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:45:09.167867Z

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=2026-08-06T14:45:08.588593Z digest=sha256:dbe1bb4f99d63d1b02699c26a3b52d6c16e5b55a0d23b07445a21cd039dbe940

Observation e00b0040-17d9-45a0-89e0-59cb02c727ff · inbound

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO cites this paper.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:49.763682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:49.763682Z digest=sha256:bb3096d513da1802f748410c608d380b041976cbdf207bf324d941293a3940a1