Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
SPIN: Accelerating Large Language Model Inference with Heterogeneous Speculative Models
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.15921.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:45:04.626816Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-18T13:21:24.192866Z
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 48d3e85d-8e87-428f-ab41-7c385ccae56f · inbound
ODIA: Oriented Distillation for Inline Acceleration of LLM-based Function Calling cites this paper.
ODIA: Oriented Distillation for Inline Acceleration of LLM-based Function Calling SPIN: Accelerating Large Language Model Inference with Heterogeneous Speculative Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:45:04.626816Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25c15fe5-4db2-41e0-906e-8a4fa714a6d3 · inbound
Speculative Verification: Exploiting Information Gain to Refine Speculative Decoding cites this paper.
Speculative Verification: Exploiting Information Gain to Refine Speculative Decoding SPIN: Accelerating Large Language Model Inference with Heterogeneous Speculative Models
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:21:24.195040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.