Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2403.00858.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T15:58:13.333449Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T16:59:58.349804Z
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 1a9fbddd-e341-491e-ab80-232891c6f57f · inbound
Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs cites this paper.
Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T15:58:13.333449Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6238dd3d-9d65-4ca5-8ccb-71a90b2448fe · inbound
ConFu: Contemplate the Future for Better Speculative Sampling cites this paper.
ConFu: Contemplate the Future for Better Speculative Sampling Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T14:20:03.343023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4ff2cac6-c6b5-4a9c-8b45-b2ab7922f501 · inbound
JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting cites this paper.
JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T21:18:59.300187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d9d59b0c-ed07-43ee-8f18-5cba36bb7066 · inbound
Speculative Decoding at Temperature Zero: A Scoped Safety-Invariance Screen with a 48,072-Sample Expansion cites this paper.
Speculative Decoding at Temperature Zero: A Scoped Safety-Invariance Screen with a 48,072-Sample Expansion Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T16:59:58.351985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e188b815-cd0c-40e2-9bb2-ac489dd188d6 · inbound
Adversarial Prompts for Acceptance Collapse in Speculative Decoding cites this paper.
Adversarial Prompts for Acceptance Collapse in Speculative Decoding Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T06:43:34.444889Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.