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Paper Citation Record · LEDGER

Human-Guided Fair Classification for Natural Language Processing

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2212.10154.

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

pith.paper-citation-record.v1
2212.10154 v2

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 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:13:04.101234Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T03:53:54.004627Z

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 171d9706-59b6-408b-ad78-f30b5b9b8dbc · inbound

Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget cites this paper.

Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget Human-Guided Fair Classification for Natural Language Processing

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-24T03:53:54.007928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-24T03:51:30.860281Z digest=sha256:3e4a66922d0028a641ef7ac77ec4e29d9e6c188ddfd63294ef1e40a332a6ed9d

Observation 52f71db4-b053-4998-a6a1-ac5e0bbd3db4 · inbound

Guardians and Offenders: A Survey on Harmful Content Generation and Safety Mitigation of LLM cites this paper.

Guardians and Offenders: A Survey on Harmful Content Generation and Safety Mitigation of LLM Human-Guided Fair Classification for Natural Language Processing

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:04.101234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:13:04.101234Z digest=sha256:1ee9cff42418177813d986c0bf6003eeec8f0a4b0532a4b91466b631485772a1