Paper Citation Record · LEDGER

Multi-Candidate Speculative Decoding

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2401.06706.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2401.06706 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:55:48.798319Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 40fd7d9d-b6aa-4643-85bd-8910c46ec041 · inbound

Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding cites this paper.

Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding Multi-Candidate Speculative Decoding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.878263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc18fa0-9614-42a1-bc6c-c6d1c1c68ba5 · inbound

Reinforcement Speculative Decoding for Fast Ranking cites this paper.

Reinforcement Speculative Decoding for Fast Ranking Multi-Candidate Speculative Decoding

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:48.798319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f75e8b-7202-4542-8f88-2f94bbf2f06f · inbound

Mamba Drafters for Speculative Decoding cites this paper.

Mamba Drafters for Speculative Decoding Multi-Candidate Speculative Decoding

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T11:55:13.684922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06374518-c1a0-4646-b9e3-815d0d2dff2f · inbound

Consultant Decoding: Yet Another Synergistic Mechanism cites this paper.

Consultant Decoding: Yet Another Synergistic Mechanism Multi-Candidate Speculative Decoding

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:57.315407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edb5eac1-7dd3-4861-8030-aa164879a2ae · inbound

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding cites this paper.

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding Multi-Candidate Speculative Decoding

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T14:42:56.153661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c47cfc7-bb71-4bc4-a744-0ee4d80a8fd0 · inbound

Multi-Drafter Speculative Decoding with Alignment Feedback cites this paper.

Multi-Drafter Speculative Decoding with Alignment Feedback Multi-Candidate Speculative Decoding

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:55:47.995724Z

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.

Observation d7f1734b-8141-4223-85de-7755ebcf5f6c · inbound

Copy-as-Decode: Grammar-Constrained Parallel Prefill for LLM Editing cites this paper.

Copy-as-Decode: Grammar-Constrained Parallel Prefill for LLM Editing Multi-Candidate Speculative Decoding

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T11:50:21.406752Z

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.

Observation 3040cbf6-ddb6-4591-bc17-577cedff88be · inbound

SpecTr-GBV: Multi-Draft Block Verification Accelerating Speculative Decoding cites this paper.

SpecTr-GBV: Multi-Draft Block Verification Accelerating Speculative Decoding Multi-Candidate Speculative Decoding

Reference 1

Resolution: malformed identifier; arxiv_id, observed 2026-05-13T22:43:22.814577Z

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.

Observation 305a003f-9c37-434b-90bb-11942c82cc52 · inbound

UniVer: A Unified Perspective for Multi-step and Multi-draft Speculative Decoding cites this paper.

UniVer: A Unified Perspective for Multi-step and Multi-draft Speculative Decoding Multi-Candidate Speculative Decoding

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:01:05.964897Z

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.

Observation ec78d284-c391-4f68-bd46-9a28e8f6faa6 · inbound

When Is a Draft Accepted? A Theory of Acceptance in Speculative Decoding cites this paper.

When Is a Draft Accepted? A Theory of Acceptance in Speculative Decoding Multi-Candidate Speculative Decoding

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:44:20.988896Z

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.

Observation e84c7af2-40ca-46c5-8fc3-f62103bf2fe0 · inbound

Unlocking Parallelism in Autoregressive Language Models via Speculative Decoding with Progressive Tree Drafting cites this paper.

Unlocking Parallelism in Autoregressive Language Models via Speculative Decoding with Progressive Tree Drafting Multi-Candidate Speculative Decoding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T10:09:31.872801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e7914c9-5e79-4add-9da4-e9cfbf7549b5 · inbound

Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes cites this paper.

Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes Multi-Candidate Speculative Decoding

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T12:06:58.786474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.