Paper Citation Record · LEDGER

PaSS: Parallel Speculative Sampling

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2311.13581.

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

pith.paper-citation-record.v1
2311.13581 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 2026-08-09T06:31:02.800959+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:43:28.177798Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T05:52:37.497016Z

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 49619996-7911-4895-aa3c-288c33ec9614 · inbound

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty cites this paper.

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty PaSS: Parallel Speculative Sampling

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T00:15:49.347828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dbbbc744-7470-4a6b-ac70-2beb13163327 · inbound

A Survey on Efficient Inference for Large Language Models cites this paper.

A Survey on Efficient Inference for Large Language Models PaSS: Parallel Speculative Sampling

Reference 241

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:39:33.356660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5c3afc95-81f2-4c98-bcd1-7ed20ed30de3 · inbound

Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026) cites this paper.

Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026) PaSS: Parallel Speculative Sampling

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-23T05:52:37.501354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 725bbda9-89f9-4ac5-aa56-606694e8d046 · inbound

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

Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment PaSS: Parallel Speculative Sampling

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T20:43:28.177798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d9080f2-e0a0-4cff-903e-92c91b7322af · inbound

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE cites this paper.

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE PaSS: Parallel Speculative Sampling

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T16:12:28.893367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1232ac43-92d0-4be4-bdf3-4324e91ad33f · inbound

Reinforcement Speculative Decoding for Fast Ranking cites this paper.

Reinforcement Speculative Decoding for Fast Ranking PaSS: Parallel Speculative Sampling

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:47.016746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64d2eff-7504-41fb-8c7d-243c520d0350 · inbound

S$^4$C: Speculative Sampling with Syntactic and Semantic Coherence for Efficient Inference of Large Language Models cites this paper.

S$^4$C: Speculative Sampling with Syntactic and Semantic Coherence for Efficient Inference of Large Language Models PaSS: Parallel Speculative Sampling

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:45.511201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05f19a42-a220-438f-908d-807cda511c44 · 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 PaSS: Parallel Speculative Sampling

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:08.681385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2f39bc3-1c48-4e29-883a-15538037151c · inbound

Continuous Latent Diffusion Language Model cites this paper.

Continuous Latent Diffusion Language Model PaSS: Parallel Speculative Sampling

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:11:10.533748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e23a367-65f5-4ce7-a63d-7b65fc654372 · 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 PaSS: Parallel Speculative Sampling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T12:06:57.982629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.