Paper Citation Record · LEDGER

Recurrent Drafter for Fast Speculative Decoding in Large Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2403.09919.

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

pith.paper-citation-record.v1
2403.09919 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 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 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:14:53.221956Z

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 584fac1b-deec-4c13-b56a-37cff770aa98 · inbound

SnapKV: LLM Knows What You are Looking for Before Generation cites this paper.

SnapKV: LLM Knows What You are Looking for Before Generation Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:57:43.165099Z

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 37362ddd-1f51-42b7-93df-68140225e8db · inbound

Utility-Driven Speculative Decoding for Mixture-of-Experts cites this paper.

Utility-Driven Speculative Decoding for Mixture-of-Experts Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:14:53.221956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 960d792a-9245-4d36-8ed9-88a4a24bb524 · inbound

WhisperKit: On-device Real-time ASR with Billion-Scale Transformers cites this paper.

WhisperKit: On-device Real-time ASR with Billion-Scale Transformers Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T17:29:00.105785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fed792ba-de91-4bc2-abbc-1d70904108c2 · 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 Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:07.543973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9faaa76d-0b1c-4be5-b78f-4da91433aea4 · inbound

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

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T14:42:56.188422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ffa0f5-d274-4428-801d-dc9c3d3b4b68 · inbound

Speculative Decoding with a Speculative Vocabulary cites this paper.

Speculative Decoding with a Speculative Vocabulary Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.422557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90208bc0-7082-4ed5-9efb-46549c373407 · inbound

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

MineDraft: A Framework for Batch Parallel Speculative Decoding Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T21:14:47.037475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 775420f2-f57c-4e9d-a8d7-2b8ab93ecacf · inbound

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

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:30:57.295596Z

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 9b3e0ccd-6dcb-4019-b935-863adc69fb00 · inbound

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

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:51:26.041044Z

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 c9603266-033a-4d2a-b2c5-a251fc5d8665 · inbound

D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting cites this paper.

D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:59:06.207309Z

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 f8a788a3-1d4f-44ab-bc31-a1d38bc81754 · inbound

TAPS: Target-Aware Prefix Tree Selection for Diffusion-Drafted Speculative Decoding cites this paper.

TAPS: Target-Aware Prefix Tree Selection for Diffusion-Drafted Speculative Decoding Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T19:22:34.164167Z

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 0fdb6cb8-3878-4d49-b6c9-785d310cafdd · inbound

Token-Operations-Oriented Inference Optimization Techniques for Large Models cites this paper.

Token-Operations-Oriented Inference Optimization Techniques for Large Models Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 145

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:09:36.572686Z

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 dcb9e8e1-ea37-48c3-bf08-a7b830dc8b57 · inbound

Token-Operations-Oriented Inference Optimization Techniques for Large Models cites this paper.

Token-Operations-Oriented Inference Optimization Techniques for Large Models Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 133

Resolution: unresolved; no resolver link, observed 2026-08-02T10:49:15.195678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb1b660-0628-489c-b9d7-1b89f67536a5 · inbound

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation cites this paper.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 123

Resolution: unresolved; no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02ecd1c5-79cb-411e-8d02-37f22e333a4f · inbound

Approximate Speculative Decoding cites this paper.

Approximate Speculative Decoding Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T19:02:12.575698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.