Paper Citation Record · LEDGER

Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2106.10328.

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

pith.paper-citation-record.v1
2106.10328 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 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 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:26:05.832029Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:59:52.839526Z

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 6a89a818-b4e0-4f3c-8ee8-0dc8d67e983e · inbound

A General Language Assistant as a Laboratory for Alignment cites this paper.

A General Language Assistant as a Laboratory for Alignment Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 245

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:22:59.299804Z

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 1fdb883b-6a3f-4b24-9c44-c034e4f3a035 · inbound

Ethical and social risks of harm from Language Models cites this paper.

Ethical and social risks of harm from Language Models Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 259

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:24:30.053291Z

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 84d67cf1-2f9a-41bd-94b1-0eb75b3c700a · inbound

Text and Code Embeddings by Contrastive Pre-Training cites this paper.

Text and Code Embeddings by Contrastive Pre-Training Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:24:12.070913Z

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 084f1cf5-f70a-41bf-bc8e-9fe418ca047c · inbound

Language Models (Mostly) Know What They Know cites this paper.

Language Models (Mostly) Know What They Know Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 84

Resolution: verified exact; arxiv_id, observed 2026-05-10T15:42:47.642429Z

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 429a4811-f050-401f-84b0-eb08cbab84ce · inbound

Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned cites this paper.

Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-12T01:38:08.586826Z

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 c97fd02d-f562-4e85-b94c-bc2fbb634972 · inbound

Constitutional AI: Harmlessness from AI Feedback cites this paper.

Constitutional AI: Harmlessness from AI Feedback Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:11:18.007245Z

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 ea1a8122-e01f-404f-84f8-608ec1d8167f · inbound

Towards Measuring the Representation of Subjective Global Opinions in Language Models cites this paper.

Towards Measuring the Representation of Subjective Global Opinions in Language Models Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 84

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:41:02.769137Z

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 eac49d29-b41d-4565-bbd6-d1c32a74ab97 · inbound

Moderating Harm: Benchmarking Large Language Models for Cyberbullying Detection in YouTube Comments cites this paper.

Moderating Harm: Benchmarking Large Language Models for Cyberbullying Detection in YouTube Comments Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:05.832029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 914bb718-b5a9-42bc-a261-9eeb84026cc4 · inbound

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges cites this paper.

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T14:13:05.972595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5b408c0-23a9-4d5d-be50-3e9cecf76747 · inbound

Governance-as-a-Service: A Multi-Agent Framework for AI System Compliance and Policy Enforcement cites this paper.

Governance-as-a-Service: A Multi-Agent Framework for AI System Compliance and Policy Enforcement Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T16:17:54.947904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95f77f89-9ca5-4581-a2ce-ac504b0f46f7 · inbound

RedVox: Safety and Fairness Gaps in Speech Models Across Languages cites this paper.

RedVox: Safety and Fairness Gaps in Speech Models Across Languages Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:59:52.840877Z

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.