Paper Citation Record · LEDGER

Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2310.00212.

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

pith.paper-citation-record.v1
2310.00212 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:16:35.711109Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T04:47:38.261871Z

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 0822a513-5769-4aa4-b39b-653923605c68 · inbound

ORPO: Monolithic Preference Optimization without Reference Model cites this paper.

ORPO: Monolithic Preference Optimization without Reference Model Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:34:04.717075Z

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.

Observation d363611e-b4c9-47ae-8414-9e34bfd6599a · inbound

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey cites this paper.

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment

Reference 162

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:58:25.791637Z

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.

Observation cb2943a0-b525-4bb0-9e86-0a48b51ea40b · inbound

Reinforcement Learning from Human Feedback cites this paper.

Reinforcement Learning from Human Feedback Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment

Reference 140

Resolution: verified exact; arxiv_id, observed 2026-05-22T19:32:01.158186Z

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.

Observation 7f645668-9c8f-4882-b23b-0fe5ee70045a · inbound

Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning cites this paper.

Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:35.711109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b7fd5a2-c199-4aaf-b7fb-24f6c33f8a3c · inbound

AlignCultura: Towards Culturally Aligned Large Language Models? cites this paper.

AlignCultura: Towards Culturally Aligned Large Language Models? Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:56:04.922997Z

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.

Observation 7d2c28ee-e210-4f24-9bea-aaea8b2cfe68 · inbound

Response Time Enhances Alignment with Heterogeneous Preferences cites this paper.

Response Time Enhances Alignment with Heterogeneous Preferences Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:45:59.491832Z

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.

Observation 62cb8b9e-2542-4a54-aa8b-506b9a52933f · inbound

Baseline-Free Policy Optimization for Neural Combinatorial Optimization cites this paper.

Baseline-Free Policy Optimization for Neural Combinatorial Optimization Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:37:37.534237Z

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.

Observation 3e8c120f-eb0a-4277-be2c-af50c8101191 · inbound

Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output cites this paper.

Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:47:38.263618Z

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.