Paper Citation Record · LEDGER

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning

As of 8 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 4 inbound Pith citation observations for arXiv:2505.15400.

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

pith.paper-citation-record.v1
2505.15400 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:23:04.155410Z

measured 16 of 16 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:54:18.089771Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T13:31:25.005352Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3be88992-15c9-4ec2-945d-50d15f5bf18e · outbound

This paper cites ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:03.497244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6120504f-17a7-4410-844d-1c28c483d5ea · outbound

This paper cites Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:03.563399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611322b8-23fc-4a20-81c5-a72412382bc8 · outbound

This paper cites Reward-Guided Speculative Decoding for Efficient LLM Reasoning.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:03.610978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 980cb9f0-fc00-494b-a770-8158e2345308 · outbound

This paper cites Reasoning Models Can Be Effective Without Thinking.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Reasoning Models Can Be Effective Without Thinking

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:03.832208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f190bfb-6ee8-4c6d-afe2-90aa4171f6f7 · outbound

This paper cites Proximal Policy Optimization Algorithms.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Proximal Policy Optimization Algorithms

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:03.879509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 743f44ab-2cfd-40a4-b1b6-cdb3233bfeb5 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:03.939031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dece6d27-4a19-425f-bddb-786be9c32aea · outbound

This paper cites Chain of Draft: Thinking Faster by Writing Less.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Chain of Draft: Thinking Faster by Writing Less

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:04.009995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa2f56e6-ac47-49e4-ad11-f9fd53a05218 · outbound

This paper cites Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Tom Griffiths, Yuan Cao, and Karthik Narasimhan.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Tom Griffiths, Yuan Cao, and Karthik Narasimhan

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:04.065134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4656c972-852e-4350-8467-e4ffb1aefa3d · outbound

This paper cites Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-07T15:23:04.155410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97f4112a-cb41-42cb-a9d2-4bf25e3038be · outbound

This paper cites InThe Twelfth Inter- national Conference on Learning Representations.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning InThe Twelfth Inter- national Conference on Learning Representations

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:03.685086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 346f4567-4451-4f84-a982-83a41be0491c · outbound

This paper cites DeepSeek-V3 Technical Report.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning DeepSeek-V3 Technical Report

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:03.759895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01575388-3cc0-4b8d-8851-bdd2203c9fe7 · outbound

This paper cites Rishabh Bhardwaj and Soujanya Poria.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Rishabh Bhardwaj and Soujanya Poria

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:03.450215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b72fa0d6-7229-4180-aa51-fd7b78ccc0d3 · 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 When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning

Reference 244

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:18.089771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d211e99a-a9b8-4296-8031-3858249ac9ae · inbound

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle cites this paper.

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning

Reference 239

Resolution: unresolved; no resolver link, observed 2026-08-04T16:07:47.044066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55dc6bf6-d7df-4ae2-aecd-e8a3732e4b1b · inbound

Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training cites this paper.

Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:31:25.008146Z

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 1a7efd12-c822-4bee-afe2-485d89b93dfe · inbound

Nice Fold or Hero Call: Learning Budget-Efficient Thinking for Adaptive Reasoning cites this paper.

Nice Fold or Hero Call: Learning Budget-Efficient Thinking for Adaptive Reasoning When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:32:02.832666Z

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.