Paper Citation Record · LEDGER

Toxicity Detection for Free

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2405.18822.

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

pith.paper-citation-record.v1
2405.18822 v2

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 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:20.791845Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T17:08:12.333405Z

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 f907a1da-2903-49ea-9185-95acea4b13df · inbound

Bias in Large Language Models: Origin, Evaluation, and Mitigation cites this paper.

Bias in Large Language Models: Origin, Evaluation, and Mitigation Toxicity Detection for Free

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-23T17:08:12.336608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9231db48-ab7c-4025-af59-fd200601a530 · inbound

Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings cites this paper.

Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings Toxicity Detection for Free

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:20.791845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62f6c91-1dd1-47ab-b9f1-e7469211fca2 · inbound

Optimus: A Robust Defense Framework for Mitigating Toxicity while Fine-Tuning Conversational AI cites this paper.

Optimus: A Robust Defense Framework for Mitigating Toxicity while Fine-Tuning Conversational AI Toxicity Detection for Free

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-22T12:21:31.136972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d62052c6-cfbe-424d-8b74-f88eb4681bbf · inbound

Paladin: Defending LLM-enabled Phishing Emails with a New Trigger-Tag Paradigm cites this paper.

Paladin: Defending LLM-enabled Phishing Emails with a New Trigger-Tag Paradigm Toxicity Detection for Free

Reference 112

Resolution: unresolved; no resolver link, observed 2026-08-04T22:33:31.167527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.