Paper Citation Record · LEDGER

Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2407.12824.

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

pith.paper-citation-record.v1
2407.12824 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:33.134548Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:30:07.371799Z

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 c731cc6d-0666-4aa3-bfe5-f40ab320901f · inbound

Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution cites this paper.

Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:12:30.771990Z

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.

Observation 3747225d-75ba-47bf-a7c0-81c2fbf4c196 · inbound

GloSS over Toxicity: Understanding and Mitigating Toxicity in LLMs via Global Toxic Subspace cites this paper.

GloSS over Toxicity: Understanding and Mitigating Toxicity in LLMs via Global Toxic Subspace Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:33.134548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d485516-11e3-49fe-82e8-986e9a84875b · inbound

Where to Steer: Input-Dependent Layer Selection for Steering Improves LLM Alignment cites this paper.

Where to Steer: Input-Dependent Layer Selection for Steering Improves LLM Alignment Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T12:15:38.881394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58036a3a-2cbc-4f37-a3cf-a34c1a8b5580 · inbound

Concept Removal for Frontier Image Generative Models cites this paper.

Concept Removal for Frontier Image Generative Models Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models

Reference 117

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:30:07.373356Z

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.