Paper Citation Record · LEDGER

ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2410.05589.

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

pith.paper-citation-record.v1
2410.05589 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:06:08.122956Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T10:51:26.032114Z

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 a87f8e9e-bf6d-42db-9450-20fc36edc58b · inbound

Your LLM Knows the Future: Uncovering Its Multi-Token Prediction Potential cites this paper.

Your LLM Knows the Future: Uncovering Its Multi-Token Prediction Potential ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:08.122956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4c2cbb7-5402-430d-9009-72f954f1f126 · inbound

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

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:42:56.168146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79813471-7e0e-46ce-9ec8-46b7cb0a9e0d · inbound

Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match cites this paper.

Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-17T05:09:03.814354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4faeb111-b210-48ae-afd5-42d1a5d5ffcc · inbound

MineDraft: A Framework for Batch Parallel Speculative Decoding cites this paper.

MineDraft: A Framework for Batch Parallel Speculative Decoding ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T21:14:50.581257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36f5b14e-3da4-4830-b639-17bd015f780a · inbound

SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding cites this paper.

SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:17:12.588330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce29d6a0-db85-40c7-9412-da482f6871c1 · inbound

SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding cites this paper.

SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T02:40:58.946960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d59d382d-0076-45aa-9889-ed1d2ca94d0b · inbound

FASER: Fine-Grained Phase Management for Speculative Decoding in Dynamic LLM Serving cites this paper.

FASER: Fine-Grained Phase Management for Speculative Decoding in Dynamic LLM Serving ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:59:17.688138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 79ad35ec-9b85-4aab-903c-cb08eb931cbf · inbound

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting cites this paper.

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:30:57.276685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9ae8fa64-8ec2-4920-9ea3-fe2cbfdee865 · inbound

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting cites this paper.

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:51:26.035085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 46244696-a13d-4fe1-9845-3560d69f719f · inbound

PARD-2: Target-Aligned Parallel Draft Model for Dual-Mode Speculative Decoding cites this paper.

PARD-2: Target-Aligned Parallel Draft Model for Dual-Mode Speculative Decoding ParallelSpec: Parallel Drafter for Efficient Speculative Decoding

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:26:24.700613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.