Paper Citation Record · LEDGER

Efficient Reasoning for LLMs through Speculative Chain-of-Thought

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2504.19095.

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

pith.paper-citation-record.v1
2504.19095 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:00:37.987209Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:20:06.675506Z

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 e5acae85-03df-4901-b7e9-29fc8d84fdbf · 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 Efficient Reasoning for LLMs through Speculative Chain-of-Thought

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:00:37.987209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05a78f64-36a1-4c20-a45f-a48e9bc5f5e1 · inbound

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

POSS: Position Specialist Generates Better Draft for Speculative Decoding Efficient Reasoning for LLMs through Speculative Chain-of-Thought

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:15.683495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1632936c-a48b-46a4-8bf8-337a270f5777 · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey Efficient Reasoning for LLMs through Speculative Chain-of-Thought

Reference 189

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:17.788610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 310143b9-518e-4ebd-9ec9-643a13ce2d3a · inbound

Extreme Low-Bit Inference in Reasoning Models: Failure Modes and Targeted Recovery cites this paper.

Extreme Low-Bit Inference in Reasoning Models: Failure Modes and Targeted Recovery Efficient Reasoning for LLMs through Speculative Chain-of-Thought

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:26:21.869182Z

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 9d39d81f-728a-43da-97a7-e293db90e5b6 · inbound

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing cites this paper.

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing Efficient Reasoning for LLMs through Speculative Chain-of-Thought

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:20:06.677240Z

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 369a0963-13c5-4bf3-a1ba-2e1eac137c67 · inbound

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing cites this paper.

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing Efficient Reasoning for LLMs through Speculative Chain-of-Thought

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-01T06:35:29.545579Z

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.