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Paper Citation Record · LEDGER

Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2403.20331.

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

pith.paper-citation-record.v1
2403.20331 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:40:58.104064Z

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

1
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 78f3478c-81c6-4f15-b614-4392da0fc5bf · inbound

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding cites this paper.

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-17T01:09:30.467024Z

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=pdf_text observed=2026-05-17T01:09:30.360275Z digest=sha256:434c96c50744bc7801b77547430f593e8475514e750643a512463068bccbf6ea

Observation eeefadf2-cac0-4f77-877e-2bbe79f734ec · inbound

Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model cites this paper.

Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T12:40:58.104064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:40:58.104064Z digest=sha256:f603b8af6648c9ebbe0139bf03c556bfba7b96d825f43899010b3afb41108734

Observation 7b9aff2a-064c-4500-b201-322cb1d36f4e · inbound

KnowDR-REC: A Benchmark for Referring Expression Comprehension with Real-World Knowledge cites this paper.

KnowDR-REC: A Benchmark for Referring Expression Comprehension with Real-World Knowledge Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T21:11:51.901883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:11:51.901883Z digest=sha256:97eaba2f09b7d21f11c056bb506c90d1666976b56257848fa602ef663b62d62a

Observation e43eb217-ad50-4585-8686-7faaa11f9a6c · inbound

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations cites this paper.

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models

Reference 104

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:17:56.438542Z

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=2026-05-14T20:13:10.814899Z digest=sha256:f061a88b67dbc058bf9687c63947d18ecf0deea4bf43b201ca1d5868ecf09510

Observation 7204fdd4-32de-4db4-8098-d73607514d8e · 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 Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:50.683795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:50.683795Z digest=sha256:81831cbaf7c669f7c20f7e5b97e6ffcc8060ab742b6ed4696dc07616d6f10add