Paper Citation Record · LEDGER

Thinking Tokens for Language Modeling

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2405.08644.

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

pith.paper-citation-record.v1
2405.08644 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:01:30.639202Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T20:38:56.107501Z

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 01996025-904b-4c82-8000-0ebf842d1480 · inbound

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice cites this paper.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice Thinking Tokens for Language Modeling

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T18:38:07.235578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bc11d50-3517-4a6e-852e-4d3c202bc28c · inbound

Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems cites this paper.

Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems Thinking Tokens for Language Modeling

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T00:35:31.475260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5073422d-f4c1-4b5f-b232-afbb4f62023c · inbound

Compressed Chain of Thought: Efficient Reasoning Through Dense Representations cites this paper.

Compressed Chain of Thought: Efficient Reasoning Through Dense Representations Thinking Tokens for Language Modeling

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-17T04:47:40.391238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cda40eaa-fdbb-4126-b759-aa33d78254bc · inbound

Learning to Insert [PAUSE] Tokens for Better Reasoning cites this paper.

Learning to Insert [PAUSE] Tokens for Better Reasoning Thinking Tokens for Language Modeling

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:06:18.028145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c88205-9821-4546-b7c8-77bc8dbcf5c5 · inbound

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity cites this paper.

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity Thinking Tokens for Language Modeling

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T16:10:31.624469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 12916c85-1626-4873-8375-9d4e359322bc · inbound

Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling cites this paper.

Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling Thinking Tokens for Language Modeling

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-18T20:51:50.840576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 96eef69e-fc40-447e-bdd5-e6aa9202bb2a · inbound

Implicit Reasoning in Large Language Models: A Comprehensive Survey cites this paper.

Implicit Reasoning in Large Language Models: A Comprehensive Survey Thinking Tokens for Language Modeling

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:36.571689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dabc1347-c73f-47c9-9c71-4a715fed227b · inbound

LaRe: Latent Refocusing for Multimodal Reasoning cites this paper.

LaRe: Latent Refocusing for Multimodal Reasoning Thinking Tokens for Language Modeling

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T00:15:17.217717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 982de3b3-5b7d-4538-bd1d-6a23b5ca45b1 · inbound

SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving cites this paper.

SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving Thinking Tokens for Language Modeling

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:05:25.388735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cc9c82eb-31f1-4a78-b661-ab6fa781d8fa · inbound

Latent Recurrent Transformer: Architecture Exploration, Training Strategies, and Scaling Behavior cites this paper.

Latent Recurrent Transformer: Architecture Exploration, Training Strategies, and Scaling Behavior Thinking Tokens for Language Modeling

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T19:43:54.967076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1b054d14-c79c-4b7d-a00f-f95ed9bc8f3f · inbound

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning cites this paper.

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning Thinking Tokens for Language Modeling

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:38:56.108882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 10baef1c-6e0f-4829-98e2-a731f122914a · inbound

MUX: Continuous Reasoning via Multiplexed Tokens cites this paper.

MUX: Continuous Reasoning via Multiplexed Tokens Thinking Tokens for Language Modeling

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T13:42:58.678579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f7d8067-4e3b-4af6-aee8-2462547af96a · inbound

Maglev: Sliding Recurrent Memory cites this paper.

Maglev: Sliding Recurrent Memory Thinking Tokens for Language Modeling

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T15:01:30.639202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.