Paper Citation Record · LEDGER

EvoLM: Self-Evolving Language Models through Co-Evolved Discriminative Rubrics

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2605.03871.

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

pith.paper-citation-record.v1
2605.03871 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 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:47:26.420486Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T20:08:56.018910Z

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 c2d48edd-559d-4464-89d5-8d2be67033fb · inbound

Self-CTRL: Self-Consistency Training with Reinforcement Learning cites this paper.

Self-CTRL: Self-Consistency Training with Reinforcement Learning EvoLM: Self-Evolving Language Models through Co-Evolved Discriminative Rubrics

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-03T20:08:56.021198Z

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 cac28d9e-e93f-4c0b-ab92-811ff92d3df5 · 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 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 9b1a90f9-52fb-4d0b-83e5-5c32b008ee46 · 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 EvoLM: Self-Evolving Language Models through Co-Evolved Discriminative Rubrics

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-30T18:33:28.521226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51aa791f-3ed6-4313-9953-0cc108fd7c01 · 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 EvoLM: Self-Evolving Language Models through Co-Evolved Discriminative Rubrics

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-03T01:47:26.420486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.