Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:44:31.435663Z
Paper Citation Record · LEDGER
FlashThink: An Early Exit Method For Efficient Reasoning
As of 7 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 8 inbound Pith citation observations for arXiv:2505.13949.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:53:55.734994Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T16:57:10.013217Z
Reference resolution
18 of 18 outbound references displayed
- verified exact0
- verified fuzzy5
- unresolved13
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5dfc25bb-570d-4752-b606-f80e6b9ad61c · outbound
This paper cites an unresolved cited work.
FlashThink: An Early Exit Method For Efficient Reasoning Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:44:36.053772Z
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 72a272e1-cf54-434e-a282-5fda8d6afabb · outbound
This paper cites an unresolved cited work.
FlashThink: An Early Exit Method For Efficient Reasoning Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:44:35.734936Z
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 d047aa72-6e7d-4e65-9d38-0d2799c63f8b · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
FlashThink: An Early Exit Method For Efficient Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:44:29.728514Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2622a2db-109d-472d-ba5b-33388c253ff8 · outbound
This paper cites O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning.
FlashThink: An Early Exit Method For Efficient Reasoning O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:44:29.830756Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92aeaf1d-2271-4bdd-8e7a-9890fe830c30 · outbound
This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.
FlashThink: An Early Exit Method For Efficient Reasoning Kimi k1.5: Scaling Reinforcement Learning with LLMs
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:44:29.974832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f28ab44f-ccd8-4837-a54f-ef7f8067dcb5 · outbound
This paper cites Qwen2.5 Technical Report.
FlashThink: An Early Exit Method For Efficient Reasoning Qwen2.5 Technical Report
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:44:30.079407Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 110966ca-11e3-4bd4-8c1a-2eaabc24c0cd · outbound
This paper cites an unresolved cited work.
FlashThink: An Early Exit Method For Efficient Reasoning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:44:35.444813Z
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 d06d31bd-6ed8-45d2-afa4-d6336d25d986 · outbound
This paper cites Therefore, the value of (−125)4/3 is 625.
FlashThink: An Early Exit Method For Efficient Reasoning Therefore, the value of (−125)4/3 is 625
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:44:35.174820Z
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 57a02352-a470-4941-b4ca-b28d8eab2aa7 · outbound
This paper cites an unresolved cited work.
FlashThink: An Early Exit Method For Efficient Reasoning Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:44:34.913545Z
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 6e5ebbaa-22d7-410f-907e-4a9151ea4a2e · outbound
This paper cites an unresolved cited work.
FlashThink: An Early Exit Method For Efficient Reasoning Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:44:34.531609Z
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 ccb73366-4a05-4553-92de-820d9585254f · outbound
This paper cites an unresolved cited work.
FlashThink: An Early Exit Method For Efficient Reasoning Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:44:34.164752Z
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 9fd4bc3f-8777-48b6-b36a-1a3f2bc8e8ab · outbound
This paper cites Remember that multiplying or dividing an inequality by a negative number reverses the inequality sign: x <15.
FlashThink: An Early Exit Method For Efficient Reasoning Remember that multiplying or dividing an inequality by a negative number reverses the inequality sign: x <15
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:44:33.765077Z
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 60406f47-5f59-4347-8a44-9586beb4fd73 · outbound
This paper cites The largest whole number less than 15 is 14.
FlashThink: An Early Exit Method For Efficient Reasoning The largest whole number less than 15 is 14
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:44:33.416216Z
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 2f19f2a0-4cee-475d-bd8a-db2e52a3ed15 · outbound
This paper cites an unresolved cited work.
FlashThink: An Early Exit Method For Efficient Reasoning Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:44:32.875824Z
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 61b2feba-bc6d-4512-a980-ed76e8716b8c · outbound
This paper cites Adding the energies: Etotal ≈ 2.5mc2 + 3.464mc2 = 5.964mc2.
FlashThink: An Early Exit Method For Efficient Reasoning Adding the energies: Etotal ≈ 2.5mc2 + 3.464mc2 = 5.964mc2
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:44:32.534803Z
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 83ee7c52-b3e4-40c2-98da-4292c88ec106 · outbound
This paper cites That makes sense.
FlashThink: An Early Exit Method For Efficient Reasoning That makes sense
Reference 625
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:44:36.344813Z
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 325f842c-308e-46c9-a834-49aa01b4558b · outbound
This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.
FlashThink: An Early Exit Method For Efficient Reasoning Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:44:29.612886Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c889c763-c88f-4af7-9064-a3e93cb365a8 · outbound
This paper cites arXiv preprint arXiv:2503.05179.
FlashThink: An Early Exit Method For Efficient Reasoning arXiv preprint arXiv:2503.05179
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:44:29.494742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 623a3d20-b712-4ec2-8ff5-bf48dff8516a · 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 FlashThink: An Early Exit Method For Efficient Reasoning
Reference 73
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T01:29:56.698006Z
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 c7bb9b01-d0e6-49bd-a1c4-cc63e00270a8 · 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 FlashThink: An Early Exit Method For Efficient Reasoning
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:53:55.734994Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 031d2e4d-1c6c-4ffd-b97f-e32da789c129 · inbound
Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts cites this paper.
Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts FlashThink: An Early Exit Method For Efficient Reasoning
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:42:38.651989Z
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 c95ca9a0-19ee-40f1-8745-6865f0304bda · 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 FlashThink: An Early Exit Method For Efficient Reasoning
Reference 239
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T20:06:09.666744Z
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 df03ea8e-eff4-41b5-ac5c-320d53be1bc6 · inbound
Token Economics for LLM Agents: A Dual-View Study from Computing and Economics cites this paper.
Token Economics for LLM Agents: A Dual-View Study from Computing and Economics FlashThink: An Early Exit Method For Efficient Reasoning
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T07:31:27.545965Z
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 369c7b68-6d5e-45ae-885f-c9f8a574b82e · inbound
Know When To Fold 'Em: Token-Efficient LLM Synthetic Data Generation via Multi-Stage In-Flight Rejection cites this paper.
Know When To Fold 'Em: Token-Efficient LLM Synthetic Data Generation via Multi-Stage In-Flight Rejection FlashThink: An Early Exit Method For Efficient Reasoning
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T05:09:46.204790Z
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 870ee453-4701-4bf6-9277-42f101e12f13 · inbound
DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling cites this paper.
DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling FlashThink: An Early Exit Method For Efficient Reasoning
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T16:57:10.014945Z
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 ac84fc34-3f0f-4421-b844-d9e111871f62 · inbound
OS-Pruner: Pruning Chains-of-Thought of Reasoning Models via Optimal Stopping cites this paper.
OS-Pruner: Pruning Chains-of-Thought of Reasoning Models via Optimal Stopping FlashThink: An Early Exit Method For Efficient Reasoning
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T07:09:11.486851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.