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Paper Citation Record · LEDGER

Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.12325.

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

pith.paper-citation-record.v1
2408.12325 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:43:32.050506Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T10:19:14.146280Z

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 4ae242d4-d980-40be-bae5-620781c02fea · inbound

Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability cites this paper.

Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-12T05:43:32.050506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:43:32.050506Z digest=sha256:d0291a5f6c15cb354447abde8c5a54018e8cb95530f6a9d6eec378d967fa62c5

Observation 366ac621-3355-4dc1-9978-7845749d96c9 · inbound

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models cites this paper.

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators

Reference 194

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:19:14.266931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:19:10.556956Z digest=sha256:f3960d4a53531e96aad0f2c4567e9e0f7b612578a07c678d603e948003efe9ae