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Paper Citation Record · LEDGER

Parameter-Efficient Detoxification with Contrastive Decoding

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2401.06947.

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

pith.paper-citation-record.v1
2401.06947 v1

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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:18:40.709137Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:51:55.610600Z

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 e17d599a-d879-4a45-9d9f-34a81585f77f · inbound

On Almost Surely Safe Alignment of Large Language Models at Inference-Time cites this paper.

On Almost Surely Safe Alignment of Large Language Models at Inference-Time Parameter-Efficient Detoxification with Contrastive Decoding

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-09T16:18:40.709137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T16:18:40.709137Z digest=sha256:a92995055afae7b766c2644fb6b459c3288a73187475ad80fa98e521c5ea8a23

Observation ff750c46-6b22-4fb8-8a5a-04863c8fcb3e · inbound

Detoxification of Large Language Models through Output-layer Fusion with a Calibration Model cites this paper.

Detoxification of Large Language Models through Output-layer Fusion with a Calibration Model Parameter-Efficient Detoxification with Contrastive Decoding

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:51:55.719667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T11:51:46.641084Z digest=sha256:6bd738f70adce93a7f461fdb0352a95cf42c84e3e6d531e16bb57302cf417d01