Paper Citation Record · LEDGER

Fast Best-of-N Decoding via Speculative Rejection

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2410.20290.

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

pith.paper-citation-record.v1
2410.20290 v2

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 2026-08-10T06:31:04.303077+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:18:40.660327Z

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 7d779b26-1b6e-43ff-b882-8e840eb78c7c · inbound

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods cites this paper.

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods Fast Best-of-N Decoding via Speculative Rejection

Reference 216

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:08:34.854197Z

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 1da9e745-d102-4f7f-a36f-f3ae579b8f93 · inbound

On Almost Surely Safe Alignment of Large Language Models at Inference-Time cites this paper.

On Almost Surely Safe Alignment of Large Language Models at Inference-Time Fast Best-of-N Decoding via Speculative Rejection

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T16:18:40.660327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6ad192f-0599-483d-999e-8250c61e21f5 · inbound

Iterative Deepening Sampling as Efficient Test-Time Scaling cites this paper.

Iterative Deepening Sampling as Efficient Test-Time Scaling Fast Best-of-N Decoding via Speculative Rejection

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T19:23:26.494254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8a4074d-ef7c-44d2-8e5e-067738b54ad3 · inbound

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models cites this paper.

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Fast Best-of-N Decoding via Speculative Rejection

Reference 165

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:29:56.853711Z

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 f591add5-f2d5-4d99-9324-20b01f2c4579 · inbound

TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling cites this paper.

TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling Fast Best-of-N Decoding via Speculative Rejection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:00:37.510921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce7dd93a-84e4-44b7-9b8f-ded6105ba26a · inbound

VeriThinker: Learning to Verify Makes Reasoning Model Efficient cites this paper.

VeriThinker: Learning to Verify Makes Reasoning Model Efficient Fast Best-of-N Decoding via Speculative Rejection

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T14:42:14.265644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0b29bd2-b9e8-4c12-ab72-a505fcb2136c · inbound

PATS: Process-Level Adaptive Thinking Mode Switching cites this paper.

PATS: Process-Level Adaptive Thinking Mode Switching Fast Best-of-N Decoding via Speculative Rejection

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:22.385057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3eff320-a979-4fb8-88dc-f7affa2d6392 · inbound

Can Past Experience Accelerate LLM Reasoning? cites this paper.

Can Past Experience Accelerate LLM Reasoning? Fast Best-of-N Decoding via Speculative Rejection

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:53:58.149803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64643e9-308e-44e5-84dd-f1302b09ac92 · inbound

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding cites this paper.

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding Fast Best-of-N Decoding via Speculative Rejection

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T05:52:18.612719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33a60b7a-8803-4660-9fd1-0d1350d14818 · inbound

How Far Are We from Optimal Reasoning Efficiency? cites this paper.

How Far Are We from Optimal Reasoning Efficiency? Fast Best-of-N Decoding via Speculative Rejection

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:49:38.967912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2196d717-b075-4fc7-bc92-3c7053f82795 · inbound

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency cites this paper.

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency Fast Best-of-N Decoding via Speculative Rejection

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:18.565583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5234b3e7-42b4-4f5c-a954-1b31b1d23a88 · inbound

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models cites this paper.

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models Fast Best-of-N Decoding via Speculative Rejection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:26:29.877898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c54f448-de15-4244-b20a-a49a0b647a27 · inbound

Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis cites this paper.

Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis Fast Best-of-N Decoding via Speculative Rejection

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T19:28:58.356008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6497f1fe-e20d-4c4d-b210-213f5281acae · inbound

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering cites this paper.

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering Fast Best-of-N Decoding via Speculative Rejection

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:54:45.174886Z

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 d808fe79-7cef-4a32-ab8f-ac6fb7434655 · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost Fast Best-of-N Decoding via Speculative Rejection

Reference 133

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:10.051239Z

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.