Paper Citation Record · LEDGER

Optimizing Safe and Aligned Language Generation: A Multi-Objective GRPO Approach

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.21819.

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

pith.paper-citation-record.v1
2503.21819 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 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:53:25.011337Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T18:45:00.041828Z

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 9515cf40-ca11-4e06-9636-43edf352033b · inbound

AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization cites this paper.

AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization Optimizing Safe and Aligned Language Generation: A Multi-Objective GRPO Approach

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T00:53:25.011337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa40c1d9-f91b-4a45-9380-9ab53d0eed1a · inbound

RVPO: Risk-Sensitive Alignment via Variance Regularization cites this paper.

RVPO: Risk-Sensitive Alignment via Variance Regularization Optimizing Safe and Aligned Language Generation: A Multi-Objective GRPO Approach

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:36:08.514866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 87680c98-70d7-4072-bfee-866ddb0f1ad5 · inbound

LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition cites this paper.

LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition Optimizing Safe and Aligned Language Generation: A Multi-Objective GRPO Approach

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-30T18:45:00.043582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a68cbc75-08f5-4c87-ae0c-862b4c087a02 · inbound

Oyster-II: Reinforcement Learning for Constructive Safety Alignment in Large Language Models cites this paper.

Oyster-II: Reinforcement Learning for Constructive Safety Alignment in Large Language Models Optimizing Safe and Aligned Language Generation: A Multi-Objective GRPO Approach

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-12T06:11:38.403281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.