Paper Citation Record · LEDGER

Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2407.19594.

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

pith.paper-citation-record.v1
2407.19594 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 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 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:34:53.003907Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ca078fb9-faad-404f-8986-e3a52e6b7170 · inbound

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods cites this paper.

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 254

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:08:35.709019Z

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 52402e35-8588-418a-9cd3-f34ca807c882 · inbound

LIMO: Less is More for Reasoning cites this paper.

LIMO: Less is More for Reasoning Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-17T02:11:37.211488Z

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 84ed587f-2345-4098-8b28-592c52a1dbb8 · inbound

Reward Reasoning Model cites this paper.

Reward Reasoning Model Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T15:34:53.003907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f60556ac-df75-4b36-bca0-634d49709598 · inbound

Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers cites this paper.

Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T14:05:20.983397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a01fedc5-c6b4-4bc9-9208-1279ac3466e3 · inbound

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks cites this paper.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.799718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c91b95a-4b68-441d-9198-df6418d1d8a5 · inbound

LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification cites this paper.

LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:04.284134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e66676d5-37b4-4900-9a0c-5c695b23be66 · inbound

Beyond the Surface: Measuring Self-Preference in LLM Judgments cites this paper.

Beyond the Surface: Measuring Self-Preference in LLM Judgments Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:06.652545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 922c3bed-baff-4497-b9b8-297001d79be1 · inbound

Unlocking Recursive Thinking of LLMs: Alignment via Refinement cites this paper.

Unlocking Recursive Thinking of LLMs: Alignment via Refinement Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T06:07:02.109745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f95238b0-b2d5-466b-9e29-bdafb150f4d8 · inbound

Hateful Person or Hateful Model? Investigating the Role of Personas in Hate Speech Detection by Large Language Models cites this paper.

Hateful Person or Hateful Model? Investigating the Role of Personas in Hate Speech Detection by Large Language Models Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:11:49.730548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fef196a-87d2-4433-a6a7-37af59368ef7 · inbound

Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning cites this paper.

Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T05:09:45.585513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 420db723-0bf7-4c3b-83a8-1b5f407f5672 · inbound

PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier cites this paper.

PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:37.395043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95be38fa-aece-4e88-8109-e4c96cdb5f47 · inbound

From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation cites this paper.

From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:47.916012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c95bc744-5fe4-4afd-8009-e645732914b9 · inbound

Enterprise Large Language Model Evaluation Benchmark cites this paper.

Enterprise Large Language Model Evaluation Benchmark Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T22:56:33.549019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baeaa4fb-5bd9-4b9f-84da-61c5d5ffab84 · inbound

Bridging Offline and Online Reinforcement Learning for LLMs cites this paper.

Bridging Offline and Online Reinforcement Learning for LLMs Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T22:28:09.310079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfd9e083-b3fe-4b12-94e5-8e64088cc42f · inbound

Revisiting Active Learning under (Human) Label Variation cites this paper.

Revisiting Active Learning under (Human) Label Variation Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:54.062777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cf96810-b462-4a32-874d-ae31e45beba5 · inbound

SGPO: Self-Generated Preference Optimization based on Self-Improver cites this paper.

SGPO: Self-Generated Preference Optimization based on Self-Improver Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T13:49:12.374832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7ec67a3-c7ed-4663-9d70-ceb9de936158 · inbound

Multilingual Self-Taught Faithfulness Evaluators cites this paper.

Multilingual Self-Taught Faithfulness Evaluators Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T13:22:25.167291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71b2bf67-f471-482f-ba00-5427082fa2ee · inbound

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future cites this paper.

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T23:06:49.698152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ab6dcc-ad00-4bb4-8283-79b3df2fef12 · inbound

Overconfidence in LLM-as-a-Judge: Diagnosis and Confidence-Driven Solution cites this paper.

Overconfidence in LLM-as-a-Judge: Diagnosis and Confidence-Driven Solution Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:25.666027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 388d9b6e-b63c-45f9-90f4-387e4da831d4 · inbound

Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process cites this paper.

Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T19:58:22.687864Z

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 03b422e5-c77a-4319-b3bd-13d999609f2d · inbound

Can LLMs Learn to Reason Robustly under Noisy Supervision? cites this paper.

Can LLMs Learn to Reason Robustly under Noisy Supervision? Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:08:01.288616Z

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 fcf5096a-b107-46f8-ab63-0b466d348d59 · inbound

Rethinking Math Reasoning Evaluation: A Robust LLM-as-a-Judge Framework Beyond Symbolic Rigidity cites this paper.

Rethinking Math Reasoning Evaluation: A Robust LLM-as-a-Judge Framework Beyond Symbolic Rigidity Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:09.407696Z

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 8da6dbac-c112-4210-853b-3ca4df8d9d87 · inbound

Weak Critics Make Strong Learners: On-Policy Critique Distillation for Scalable Oversight cites this paper.

Weak Critics Make Strong Learners: On-Policy Critique Distillation for Scalable Oversight Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T19:56:10.972571Z

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 3efc4b0a-cf2d-4b52-9170-587accd10d67 · inbound

Trust Region On-Policy Distillation cites this paper.

Trust Region On-Policy Distillation Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 76

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T20:56:13.295277Z

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 2f98913a-87b1-4de3-8e53-0b135e21af01 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 264

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T05:57:41.551756Z

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 103da097-1211-4c59-961f-d31d121ebf1d · inbound

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning cites this paper.

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 218

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T09:59:44.789963Z

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 99a6daa6-1d24-418e-b7ff-d2b1e72ebef6 · inbound

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning cites this paper.

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 217

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T18:55:59.731218Z

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.