Paper Citation Record · LEDGER

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

As of 13 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.25675.

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

pith.paper-citation-record.v1
2607.25675 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:54:11.235836Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact3
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 922acc90-e580-4365-b20a-3035e44aa9e6 · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:09.796393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd5a9ed-3e9b-44bb-8875-079919e4b148 · outbound

This paper cites General365: Benchmarking General Reasoning in Large Language Models Across Diverse and Challenging Tasks.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space General365: Benchmarking General Reasoning in Large Language Models Across Diverse and Challenging Tasks

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-01T01:56:12.212710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3820aa0b-e717-4817-a39c-890447a2a342 · outbound

This paper cites GPT-4o System Card.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space GPT-4o System Card

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:10.363244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a304fc-ec7e-4259-a23a-217f8f234b6b · outbound

This paper cites GPT-4o System Card.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space GPT-4o System Card

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:10.464562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41b4c18b-3f1e-4c08-9e7d-24ccdf34ed44 · outbound

This paper cites ARCO: Adaptive Rubrics with Co-Evolution for Multi-Step LLM-Based Agents.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space ARCO: Adaptive Rubrics with Co-Evolution for Multi-Step LLM-Based Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:10.666441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fda6517-3b1a-4593-82e2-0649f71eeb43 · outbound

This paper cites Qwen3 Technical Report.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space Qwen3 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:10.743929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9116aa80-08ad-4247-9599-6bebbbe0dde0 · outbound

This paper cites Qwen3 Technical Report.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space Qwen3 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:10.848681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adfcbf1f-0d11-48e0-84fe-21478f7d3bea · outbound

This paper cites SkillOpt: Executive Strategy for Self-Evolving Agent Skills.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:10.923804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd322a13-fb44-4300-a053-e22e9bcd7b21 · outbound

This paper cites URLhttps://doi.org/ 10.1162/TACL.a.732.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space URLhttps://doi.org/ 10.1162/TACL.a.732

Reference 15

Resolution: verified exact; doi, observed 2026-08-01T01:56:11.843461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e072cf98-b5a7-464c-80d7-3bd451327a9a · outbound

This paper cites URLhttps://doi.org/10.1038/s41586-025-08661-4.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space URLhttps://doi.org/10.1038/s41586-025-08661-4

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:11.097431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809b9800-436c-41c6-b449-a2ccfa05be9f · outbound

This paper cites doi: 10.18653/v1/2025.findings-emnlp.263.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space doi: 10.18653/v1/2025.findings-emnlp.263

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:11.166796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15c7dfce-73d5-4bfd-b892-c612ba11fdaf · outbound

This paper cites an unresolved cited work.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:11.235836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5610fe6d-fb14-4b89-a332-cd20d65c1156 · outbound

This paper cites EvoRubrics: Dynamic Rubrics as Rewards via Adversarial Co-Evolution for LLM Reinforcement Learning.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space EvoRubrics: Dynamic Rubrics as Rewards via Adversarial Co-Evolution for LLM Reinforcement Learning

Reference 1960

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:09.971520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed22528a-0394-44fc-b1e8-7d08f11739b5 · outbound

This paper cites Rafael Rafailov, Archit Sharma, Eric Mitchell, Christopher D.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space Rafael Rafailov, Archit Sharma, Eric Mitchell, Christopher D

Reference 2012

Resolution: verified exact; doi, observed 2026-08-01T01:56:12.026137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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

This paper cites EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation.

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 cac28d9e-e93f-4c0b-ab92-811ff92d3df5 · outbound

This paper cites EvoLM: Self-Evolving Language Models through Co-Evolved Discriminative Rubrics.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space EvoLM: Self-Evolving Language Models through Co-Evolved Discriminative Rubrics

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:10.226495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20fe7624-ff04-4981-a9d1-7e46a4f2dccb · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:09.868169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da9bdbd7-9481-4af4-96b0-998c8ed654d7 · outbound

This paper cites Omar Khattab, Arnav Singhvi, Paridhi Maheshwari, Zhiyuan Zhang, Keshav Santhanam, Sri Vardhamanan A, Saiful Haq, Ashutosh Sharma, Thomas T.

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space Omar Khattab, Arnav Singhvi, Paridhi Maheshwari, Zhiyuan Zhang, Keshav Santhanam, Sri Vardhamanan A, Saiful Haq, Ashutosh Sharma, Thomas T

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:10.157032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.