Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T12:38:24.522899Z
Paper Citation Record · LEDGER
Beyond the Target: From Imitation to Collaboration in Speculative Decoding
As of 6 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2605.24793.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
3 of 3 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier1
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a15d5a44-1014-483b-864b-a95b020f1820 · outbound
This paper cites Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment.
Beyond the Target: From Imitation to Collaboration in Speculative Decoding Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T12:44:39.370575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d69b95d1-38f7-426f-a72c-bdf2eb007d4b · outbound
This paper cites Evaluating Large Language Models Trained on Code.
Beyond the Target: From Imitation to Collaboration in Speculative Decoding Evaluating Large Language Models Trained on Code
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T12:44:39.373177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 81a1826b-19ae-425a-afd0-fd1b40ebad3e · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
Beyond the Target: From Imitation to Collaboration in Speculative Decoding Training Verifiers to Solve Math Word Problems
Reference 3
- Resolution
- malformed identifier
- local_arxiv, observed 2026-06-30T12:44:39.079511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.