Paper Citation Record · LEDGER

Recurrent Drafter for Fast Speculative Decoding in Large Language Models

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 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 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:58:58.977065Z

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 2026-08-20T06:33:59.587034+00:00.

Observation 2f37e260-1acc-436e-a116-bca6163f732b · inbound

FastDraft: How to Train Your Draft cites this paper.

FastDraft: How to Train Your Draft Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T19:05:26.233764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ace799fd-7be1-4cd7-b1d2-00bc560b6dae · inbound

Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment cites this paper.

Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-09T20:43:28.528369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ea340f-0f16-41e1-8fbf-9b2bc3e13228 · inbound

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset cites this paper.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:58.977065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 948327e4-2878-4331-937f-6c0f9abda58f · inbound

Automatic Task Detection and Heterogeneous LLM Speculative Decoding cites this paper.

Automatic Task Detection and Heterogeneous LLM Speculative Decoding Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T21:57:56.230937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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.