Paper Citation Record · LEDGER

The Instinctive Bias: Spurious Images lead to Illusion in MLLMs

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2402.03757.

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

pith.paper-citation-record.v1
2402.03757 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:14:09.615821Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T02:46:27.585553Z

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 aab8d688-4953-4f83-827d-cf069e0b7c09 · inbound

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions cites this paper.

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions The Instinctive Bias: Spurious Images lead to Illusion in MLLMs

Reference 116

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:46:27.587949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e9d1549c-d9e2-42d7-9efb-8c9e8fe285bc · inbound

Hallucination of Multimodal Large Language Models: A Survey cites this paper.

Hallucination of Multimodal Large Language Models: A Survey The Instinctive Bias: Spurious Images lead to Illusion in MLLMs

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:33.757141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c19ed3c9-7ece-4937-a800-6dfd6cb6574e · inbound

VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding cites this paper.

VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding The Instinctive Bias: Spurious Images lead to Illusion in MLLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T22:14:09.615821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c12a7cc3-1498-4452-9ffc-fa7f5886e854 · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey The Instinctive Bias: Spurious Images lead to Illusion in MLLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T20:28:44.587330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.