Paper Citation Record · LEDGER

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation

As of 24 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 3 inbound Pith citation observations for arXiv:2605.29847.

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

pith.paper-citation-record.v1
2605.29847 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T07:53:51.425865Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:47:26.439228Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

verified exact4
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation caf57faa-1196-46a6-a376-4a91f3ef2cba · outbound

This paper cites doi: 10.1038/s41586-025-09422-z.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation doi: 10.1038/s41586-025-09422-z

Reference 1

Resolution: metadata mismatch; doi, observed 2026-06-29T08:03:13.723086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d3dfee5d-bb2b-4a60-9dcd-e3a420b30a77 · outbound

This paper cites an unresolved cited work.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edccbbc7-e5b7-4d4e-a7bc-0d1cbfa18ba2 · outbound

This paper cites Yu, and Sujian Li.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Yu, and Sujian Li

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1ba6b01-dd1f-421c-9c7e-f8ee515b2653 · outbound

This paper cites URLhttps://openreview.net/forum?id=DrhWTuhtYq.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation URLhttps://openreview.net/forum?id=DrhWTuhtYq

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 012cdf90-9a00-4b28-aab6-bf5a7db7c947 · outbound

This paper cites Yarn: Efficient context window extension of large language models.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Yarn: Efficient context window extension of large language models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae6f4a48-fc3e-4bee-bc58-433605684d92 · outbound

This paper cites How to train long-context language models (effectively).

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation How to train long-context language models (effectively)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166ff901-920e-4aac-8ede-f2e036da4045 · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Lost in the Middle: How Language Models Use Long Contexts

Reference 12

Resolution: malformed identifier; doi_truncated, observed 2026-06-29T08:03:13.725573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c5289d6e-0af1-405b-9e9b-536384e8dae7 · outbound

This paper cites an unresolved cited work.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 715f0f5e-a17b-446c-b190-0745fc124f14 · outbound

This paper cites Finesure: Fine-grained summarization evaluation using llms.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Finesure: Fine-grained summarization evaluation using llms

Reference 16

Resolution: verified exact; doi, observed 2026-06-29T08:03:13.735516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f93d65ba-6d1e-4431-871b-a87baf49e458 · outbound

This paper cites an unresolved cited work.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd7af16-2190-45e8-98bc-3aeab9a799b0 · outbound

This paper cites Simpo: Simple preference optimization with a reference-free reward.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Simpo: Simple preference optimization with a reference-free reward

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d45c6c52-7303-4be7-9c4e-c0ff5cd52e5e · outbound

This paper cites Safe RLHF: safe reinforcement learning from human feedback.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Safe RLHF: safe reinforcement learning from human feedback

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24364323-c7e1-4b8d-8668-d975d9776ae0 · outbound

This paper cites Rlhf deciphered: A critical analysis of reinforcement learning from human feedback for llms.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Rlhf deciphered: A critical analysis of reinforcement learning from human feedback for llms

Reference 22

Resolution: verified exact; doi, observed 2026-06-29T08:03:13.727470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 95a22997-10e6-4a5d-86a8-07c21f957383 · outbound

This paper cites arXiv preprint arXiv:2602.10885 , year=.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation arXiv preprint arXiv:2602.10885 , year=

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T08:03:13.730396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 484bbd24-9982-4cd2-bdfd-012a90a49a30 · outbound

This paper cites Yifei, Allen Chang, Chaitanya Malaviya, and Mark Yatskar.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Yifei, Allen Chang, Chaitanya Malaviya, and Mark Yatskar

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.789927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 67d8dd35-5428-4561-8b44-7f3b76a8285f · outbound

This paper cites Llmeval-med: A real-world clinical benchmark for medical llms with physician validation.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Llmeval-med: A real-world clinical benchmark for medical llms with physician validation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56c8816f-9d04-48e0-9008-20c31839f27e · outbound

This paper cites Eq-bench creative writing benchmark v3.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Eq-bench creative writing benchmark v3

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1568ced-e5a2-47d9-96ee-4826c7fc4efd · outbound

This paper cites Gemini-2.5-pro, 2025.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Gemini-2.5-pro, 2025

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 594f2fc4-0b64-4ee0-ba8e-4a84e0a97689 · outbound

This paper cites GPT-4o System Card.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation GPT-4o System Card

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.792065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9f26f876-2c6e-48b5-b288-641f96e052ed · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation gpt-oss-120b & gpt-oss-20b Model Card

Reference 35

Resolution: malformed identifier; local_arxiv, observed 2026-06-29T08:03:13.733291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ea9b807c-9ad5-4330-a97f-fa05ac3ed1eb · outbound

This paper cites Look for significant differences in quality, accuracy, style, or reasoning.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Look for significant differences in quality, accuracy, style, or reasoning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70b71e44-ca87-4842-8b17-77fd66fb15c9 · outbound

This paper cites •Avoid Duplication: Never duplicate an existing rubric in meaning or scope.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation •Avoid Duplication: Never duplicate an existing rubric in meaning or scope

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6863e79c-b05a-4347-a54e-650271c6c4fb · outbound

This paper cites Includes a specific Python code example to illustrate the concept.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Includes a specific Python code example to illustrate the concept

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e54c65a8-107c-4215-a688-0eb8bb20b4cf · outbound

This paper cites It should be a clear, unambiguous instruction for both human raters and future reward model training.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation It should be a clear, unambiguous instruction for both human raters and future reward model training

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6cc7e36-b48f-4852-876d-57b5a29f0419 · outbound

This paper cites • Mentally apply the existing rubrics to the responses.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation • Mentally apply the existing rubrics to the responses

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c12091a-1c1e-475a-8253-11f265769f9a · outbound

This paper cites an unresolved cited work.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cd29b73-9eae-4d28-9138-f8a242beac78 · outbound

This paper cites an unresolved cited work.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7116420a-623f-4429-95c0-9fe38de9355a · outbound

This paper cites criterion.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation criterion

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bff8a28b-061c-409d-b7b1-c0991c229487 · outbound

This paper cites It contradicts standard medical guidelines or encourages hallucinations.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation It contradicts standard medical guidelines or encourages hallucinations

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4936e424-2410-446b-bf1b-e42c8d0881d9 · outbound

This paper cites test the pH of the prescribed ointment at home.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation test the pH of the prescribed ointment at home

Reference 45

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f83a4109-d585-4cd0-8015-215b244726ab · outbound

This paper cites an unresolved cited work.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45f377c9-febd-4e21-8576-d0cbd57d3cb6 · outbound

This paper cites consult a doctor.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation consult a doctor

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48cc60f1-4b13-4893-9d53-4330953e5e5e · outbound

This paper cites an unresolved cited work.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 680f8361-4b51-4a3d-8ab8-ede9ca7c5be5 · outbound

This paper cites must use a markdown table.

EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation must use a markdown table

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-29T07:53:51.425865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9ddfcb68-58de-4d06-8342-0b33c2b40240 · inbound

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space cites this paper.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:10.083769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae251b92-237e-4242-8b77-298e320b9893 · inbound

SERPO: Self-Evolving Rubric Policy Optimization for Open-Ended Test-Time Reinforcement Learning cites this paper.

SERPO: Self-Evolving Rubric Policy Optimization for Open-Ended Test-Time Reinforcement Learning EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-30T18:33:28.476964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcb84c20-d737-4333-97ae-faff7852c58e · inbound

SERPO: Self-Evolving Rubric Policy Optimization for Open-Ended Test-Time Reinforcement Learning cites this paper.

SERPO: Self-Evolving Rubric Policy Optimization for Open-Ended Test-Time Reinforcement Learning EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-03T01:47:26.439228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.