Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2409.20429.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:32:34.551576Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T12:33:33.338374Z
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 813820d0-e205-4f90-85de-1edf6c799e3d · inbound
Hallucination of Multimodal Large Language Models: A Survey cites this paper.
Hallucination of Multimodal Large Language Models: A Survey HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding
Reference 200
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:33:33.340842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5831311d-7ac5-4f57-a000-47a7816de68c · inbound
Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models cites this paper.
Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:32:34.551576Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9939364-6c5c-4f9c-ba84-c44889536df7 · inbound
Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.
Empowering Multimodal LLMs with External Tools: A Comprehensive Survey HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding
Reference 213
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:29:04.358523Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.