Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2508.03058.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T18:18:46.456767Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T08:09:40.687042Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation c904f56b-2d0b-4a9d-bd59-d0590906910c · inbound
Bringing Value Models Back: Generative Critics for Value Modeling in LLM Reinforcement Learning VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a802aac9-2a2b-4d9f-9b4f-0e8d9253ed4a · inbound
Explicit Critic Guidance for Aligning Diffusion Models VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
Reference 97
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 122255db-7a68-4f5d-9272-6062f6623502 · inbound
Trust Region On-Policy Distillation VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
Reference 200
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b5d0fdbb-6510-41ee-9334-fbcd50a0fa22 · inbound
Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
Reference 281
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.