Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
How Difficulty-Aware Staged Reinforcement Learning Enhances LLMs' Reasoning Capabilities: A Preliminary Experimental Study
As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2504.00829.
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 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:39:31.163919Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T22:27:26.000812Z
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 bc86f213-65c2-4fee-b7ac-69a832b05c3a · inbound
DeepDistill: Enhancing LLM Reasoning Capabilities via Large-Scale Difficulty-Graded Data Training cites this paper.
DeepDistill: Enhancing LLM Reasoning Capabilities via Large-Scale Difficulty-Graded Data Training How Difficulty-Aware Staged Reinforcement Learning Enhances LLMs' Reasoning Capabilities: A Preliminary Experimental Study
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:39:31.163919Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efd4feab-0cce-4f40-be27-6652d92b3363 · inbound
Verifying Meta-Awareness via Predictive Rewards in Reasoning Models cites this paper.
Verifying Meta-Awareness via Predictive Rewards in Reasoning Models How Difficulty-Aware Staged Reinforcement Learning Enhances LLMs' Reasoning Capabilities: A Preliminary Experimental Study
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:50:30.575386Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2abea4e-c79c-4959-a195-af7f96679c08 · inbound
Clipping Bottleneck: Stabilizing RLVR via Stochastic Recovery of Near-Boundary Signals cites this paper.
Clipping Bottleneck: Stabilizing RLVR via Stochastic Recovery of Near-Boundary Signals How Difficulty-Aware Staged Reinforcement Learning Enhances LLMs' Reasoning Capabilities: A Preliminary Experimental Study
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T07:51:15.808337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5d70f892-3651-41a9-b832-f35b581bb70e · inbound
Adaptive Loss Balancing for Noise-Robust GRPO in Generative Recommendation cites this paper.
Adaptive Loss Balancing for Noise-Robust GRPO in Generative Recommendation How Difficulty-Aware Staged Reinforcement Learning Enhances LLMs' Reasoning Capabilities: A Preliminary Experimental Study
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T22:27:26.002597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.