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Paper Citation Record · LEDGER

Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.00361.

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

pith.paper-citation-record.v1
2503.00361 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:23:02.171286Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T12:52:18.062681Z

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 ee0d30ca-e377-4959-9197-16d49027d215 · inbound

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

Hallucination of Multimodal Large Language Models: A Survey Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding

Reference 153

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:33:33.009426Z

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.

source=pdf_text observed=2026-05-11T12:33:32.631346Z digest=sha256:a5bbd576abc34e356997e13d7186671a924eecaf8a305047bdcaa57cdba9de36

Observation f07b54e3-55bb-443f-9554-454d94397cc3 · inbound

Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration cites this paper.

Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-19T12:52:18.064429Z

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.

source=pdf_text observed=2026-05-19T12:48:44.324236Z digest=sha256:141430b8fff124ce961affc356ddf2b1d3cd02ad982a63d4d4203a9b230b53bd

Observation aa46b50b-1f31-4bbf-898e-64ae73531de2 · inbound

BIMA: Bijective Maximum Likelihood Learning Approach to Hallucination Prediction and Mitigation in Large Vision-Language Models cites this paper.

BIMA: Bijective Maximum Likelihood Learning Approach to Hallucination Prediction and Mitigation in Large Vision-Language Models Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T12:23:02.171286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:23:02.171286Z digest=sha256:a1b495ca9c2ea44263545677c135bcf48a334c44efb26390eb4da9a495cfbf02