Paper Citation Record · LEDGER

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2312.06968.

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

pith.paper-citation-record.v1
2312.06968 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:31:36.829741Z

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

6
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 c9f507bc-ef71-4669-bd9e-fdcfb3d3520e · inbound

A Survey on Multimodal Large Language Models cites this paper.

A Survey on Multimodal Large Language Models Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

Reference 168

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T02:56:42.057668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dd045a08-27d1-4dee-a815-f43e1da95774 · inbound

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

A Survey on Hallucination in Large Vision-Language Models Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T22:10:10.298611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 57a27dce-ffdb-41a6-9e5f-ec66395f3c6e · inbound

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

Hallucination of Multimodal Large Language Models: A Survey Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:33.846137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3ef5dc0f-3d12-42f3-a4d7-17ba2ca8ede0 · inbound

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models cites this paper.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.829741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c451d919-fd57-4d5a-870f-bdd73dec706e · inbound

Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis cites this paper.

Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T23:01:32.141946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aa0dd4f-ddd0-41d8-a4a9-cab13c62208b · inbound

Deep Pre-Alignment for VLMs cites this paper.

Deep Pre-Alignment for VLMs Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

Reference 114

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:27:39.105649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.