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Paper Citation Record · LEDGER

Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2302.07388.

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

pith.paper-citation-record.v1
2302.07388 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:46:04.421206Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T01:35:21.330974Z

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 67b214d9-4938-432f-b1cf-8ea58350a0fd · inbound

Scaling Data-Constrained Language Models cites this paper.

Scaling Data-Constrained Language Models Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models

Reference 94

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:35:21.333591Z

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=2026-05-18T01:35:21.150772Z digest=sha256:46d5ea2d578bcb6a4356c81928ea258b13c9895e9723b7ee235932eca0fe9533

Observation c3337252-9a4b-48a9-8d08-a7048c2f66a1 · inbound

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives cites this paper.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models

Reference 105

Resolution
unresolved
no resolver link, observed 2026-08-07T04:46:04.421206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:46:04.421206Z digest=sha256:8b9cb5d61f5689cdf602db1f5d3c19ebd58b77fb6b76b7465381a431abb56cbb

Observation dfac856f-3877-4bf0-9bdb-d925ad897b44 · inbound

TTS-1 Technical Report cites this paper.

TTS-1 Technical Report Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T15:02:02.985709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:02:02.985709Z digest=sha256:5adc7322f3e39f7390a3f39464373f81615cfa87ee52117061f1abbe426b5af3