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Paper Citation Record · LEDGER

Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts

As of 23 July 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2212.10543.

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

pith.paper-citation-record.v1
2212.10543 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-20T06:30:07.809122+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T12:04:13.987667Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T12:05:21.970294Z

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 d70635a3-9270-4137-9341-4afd8362b35f · inbound

CausalDetox: Causal Head Selection and Intervention for Language Model Detoxification cites this paper.

CausalDetox: Causal Head Selection and Intervention for Language Model Detoxification Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-10T12:05:21.973518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-20T06:30:07.809122+00:00.

source=pdf_text observed=2026-05-10T12:04:13.987667Z digest=sha256:03c5f39ad59c9d7b5fc03b951a1e156e8da16944c04ce07265232256c54b5d1c