Paper Citation Record · LEDGER

Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2310.05338.

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

pith.paper-citation-record.v1
2310.05338 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:41:41.191152Z

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 c9a41297-eec3-4748-99e1-98ad2ea8481e · 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 Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 203

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:46:27.777141Z

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.

Observation ce657c23-7d2e-41a2-8fd8-5056bd7a61cc · inbound

A Survey on Hallucination in Large Vision-Language Models cites this paper.

A Survey on Hallucination in Large Vision-Language Models Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-13T22:10:10.341038Z

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.

Observation c92ec5d4-f08a-439e-a5e8-a3699f131846 · inbound

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

Hallucination of Multimodal Large Language Models: A Survey Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 121

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:34.004625Z

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.

Observation 91bc7b87-df1f-4d2b-bd4b-37da1fde0b73 · inbound

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs cites this paper.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:41.191152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe6d5a5f-2169-449d-9294-2da068a8891b · inbound

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models cites this paper.

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T18:06:26.535767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98871d96-177c-4b34-85fe-4b2b3af39ab6 · inbound

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

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T20:28:47.982948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 319c2192-42ad-4552-998f-4881500fa9ae · inbound

The 3D Mirage: Probing and Taming 3D Hallucinations cites this paper.

The 3D Mirage: Probing and Taming 3D Hallucinations Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T15:53:56.199269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd09a392-648e-469c-877e-ced3f68b6d54 · inbound

MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs cites this paper.

MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T21:45:05.358430Z

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.

Observation b712b64e-d8d2-4f8f-99b1-2a20a790243a · inbound

MIRAGE: A Polarity-Flipping Encoding Subspace in LLM Agents cites this paper.

MIRAGE: A Polarity-Flipping Encoding Subspace in LLM Agents Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 64

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:57:38.166382Z

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.

Observation 25edd460-963f-4f48-85e8-68771101e68d · inbound

C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs cites this paper.

C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 244

Resolution: unresolved; no resolver link, observed 2026-08-01T08:36:14.134097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.