Paper Citation Record · LEDGER

From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2403.03893.

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

pith.paper-citation-record.v1
2403.03893 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:40:09.377126Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9f5fecc3-36ed-4d8e-808f-6dec0c4400cc · inbound

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge cites this paper.

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T05:56:43.130760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 177f1034-287b-4a86-967f-ff360828c159 · inbound

LLM Harms: A Taxonomy and Discussion cites this paper.

LLM Harms: A Taxonomy and Discussion From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

Reference 85

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:31:24.812741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 27514685-9eda-4675-9563-e88d779dbc7f · inbound

LLM Harms: A Taxonomy and Discussion cites this paper.

LLM Harms: A Taxonomy and Discussion From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:18.705112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a4f5bd6-ae37-4c65-9c90-1460bb480e1b · inbound

Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language Models cites this paper.

Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language Models From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:33:28.425731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1058bad6-29d2-44f5-bcda-b5a4540f4830 · inbound

Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators cites this paper.

Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-06-27T21:41:18.509134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a6aafa3d-05f1-4eef-bce1-3b55dbec2982 · inbound

Hidden Language Consistency Phenomena in Reasoning LLMs cites this paper.

Hidden Language Consistency Phenomena in Reasoning LLMs From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:09.377126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.