Paper Citation Record · LEDGER

SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2504.07891.

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

pith.paper-citation-record.v1
2504.07891 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:00:37.256651Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:59:33.737897Z

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 7c745352-a9f5-4587-b9c7-9a48629a7777 · 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 SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 138

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T01:29:56.664614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bab46daf-8ed2-4687-a915-eebce0be762c · 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 SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:00:37.256651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2827bcb3-de9a-4c00-80a8-7d08079dbff0 · inbound

Fast Quiet-STaR: Thinking Without Thought Tokens cites this paper.

Fast Quiet-STaR: Thinking Without Thought Tokens SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:21.824684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f9080eb-fec9-4e79-b581-1f995b2d59af · inbound

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

VeriThinker: Learning to Verify Makes Reasoning Model Efficient SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T14:42:13.912616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c630499e-8b36-4bb6-86f1-25153b2fc253 · inbound

Done Is Better than Perfect: Unlocking Efficient Reasoning by Structured Multi-Turn Decomposition cites this paper.

Done Is Better than Perfect: Unlocking Efficient Reasoning by Structured Multi-Turn Decomposition SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:12:31.069320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d103ecd-3c82-493f-bc58-1f8c0abee96f · inbound

POSS: Position Specialist Generates Better Draft for Speculative Decoding cites this paper.

POSS: Position Specialist Generates Better Draft for Speculative Decoding SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:15.676392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5774eab7-57c0-4983-a394-583f0c9d3f03 · inbound

Scaling Up, Speeding Up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling cites this paper.

Scaling Up, Speeding Up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T13:48:22.435299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f9e122d-c312-446c-8f7e-e1300d5b452e · inbound

MixReasoning: Switching Modes to Think cites this paper.

MixReasoning: Switching Modes to Think SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T11:16:36.622562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b250b48c-a896-4ded-a87e-3688d2d4f066 · inbound

GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts cites this paper.

GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T15:58:04.068441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 505f063e-809c-4352-a29c-3175fb56c820 · inbound

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning cites this paper.

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-13T19:34:58.789459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abcb0a0f-ea42-4052-b996-a40bd84f18c4 · inbound

TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models cites this paper.

TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:45:20.589861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 78b0e3b0-f31f-44d5-906e-7787f31b7e2a · inbound

From Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step Reasoning cites this paper.

From Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step Reasoning SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T11:20:11.159605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 19ad83af-deee-4546-9792-a71b348fc699 · inbound

Select to Think: Unlocking SLM Potential with Local Sufficiency cites this paper.

Select to Think: Unlocking SLM Potential with Local Sufficiency SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T09:56:27.590998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 513a4788-1378-4b28-917d-9bc1c1a239c2 · inbound

Select to Think: Unlocking SLM Potential with Local Sufficiency cites this paper.

Select to Think: Unlocking SLM Potential with Local Sufficiency SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:35:33.627587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5abbfdd6-a60b-41f4-9fe1-777bb783c015 · inbound

Policy-Guided Stepwise Model Routing for Cost-Effective Reasoning cites this paper.

Policy-Guided Stepwise Model Routing for Cost-Effective Reasoning SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:01:11.832869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7cb92602-065b-4a38-879d-bf3f3aa0ce9e · 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 SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 197

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:09.239995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 060e2b00-0781-4e15-9a15-031d72828e6c · inbound

Slipstream: Trajectory-Grounded Compaction Validation for Long-Horizon Agents cites this paper.

Slipstream: Trajectory-Grounded Compaction Validation for Long-Horizon Agents SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 87

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:31:24.265367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f00b6ec0-9428-4c7c-86ae-d17486d6e56d · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:51:30.234327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c2ce3dfe-dadb-4e4f-97e0-693608991ba1 · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:15:03.390681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7328857b-cc1c-495a-9b9f-491fc2cfc56f · inbound

SafeSpec: Fast and Safe LLM via Dynamic Reflective Sampling cites this paper.

SafeSpec: Fast and Safe LLM via Dynamic Reflective Sampling SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:59:33.740342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.