Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Learning from Peers in Reasoning Models
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2505.07787.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:59:41.908963Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-10T08:53:03.650861Z
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 e66e0fbc-e017-4a28-bfda-b3c83cc3bc04 · inbound
Adaptive Termination for Multi-round Parallel Reasoning: An Universal Semantic Entropy-Guided Framework cites this paper.
Adaptive Termination for Multi-round Parallel Reasoning: An Universal Semantic Entropy-Guided Framework Learning from Peers in Reasoning Models
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:59:41.908963Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63245719-83c1-421f-965f-4e7e4baeb7c0 · inbound
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models cites this paper.
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models Learning from Peers in Reasoning Models
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:21:08.060154Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7824f657-254f-4a13-b8c3-96efb2d142a9 · inbound
Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework cites this paper.
Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Learning from Peers in Reasoning Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T05:45:03.041044Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c27b8e1e-b6de-48bb-b66c-bb51be424721 · inbound
EAPO: Enhancing Policy Optimization with On-Demand Expert Assistance cites this paper.
EAPO: Enhancing Policy Optimization with On-Demand Expert Assistance Learning from Peers in Reasoning Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:44:14.634746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70809acb-c836-4335-8fd2-839cd2eee6eb · inbound
Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning cites this paper.
Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning Learning from Peers in Reasoning Models
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T08:53:03.652476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.