Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Your fairness may vary: Pretrained language model fairness in toxic text classification
As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2108.01250.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T18:58:53.752225Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T10:19:43.437444Z
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 f9185050-9d67-4f7d-acae-1c1aa9c51c88 · inbound
Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML cites this paper.
Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML Your fairness may vary: Pretrained language model fairness in toxic text classification
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T18:58:53.752225Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa755c0c-f768-4549-bed2-b93a0f2c1bbb · inbound
Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking cites this paper.
Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking Your fairness may vary: Pretrained language model fairness in toxic text classification
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T10:19:43.516369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.