Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin
As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2505.14264.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-26T12:15:08.304150Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T08:09:40.686369Z
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 fdbf756e-e147-4fbf-9704-14bfbfb39ddd · inbound
Holder Policy Optimisation cites this paper.
Holder Policy Optimisation AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin
Reference 25
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-13T06:12:22.708334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9f4b2d20-ede4-4577-9da3-8fbe75fe7436 · inbound
Holder Policy Optimisation cites this paper.
Holder Policy Optimisation AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin
Reference 25
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-22T10:01:23.048828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cc9f368c-44e7-4907-bece-9300d1a18d72 · inbound
Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning cites this paper.
Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin
Reference 237
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T08:09:40.687801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.