Paper Citation Record · LEDGER

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models

As of 7 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2505.21765.

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

pith.paper-citation-record.v1
2505.21765 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:30:24.924803Z

measured 59 of 59 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:53:41.668412Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T01:32:02.677471Z

Reference resolution

57 of 57 outbound references displayed

verified exact0
verified fuzzy1
unresolved54
parse uncertain1
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b8f8703-12d7-40de-b01d-5249f89b0677 · outbound

This paper cites L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.114737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a19386df-43f3-4df3-9d95-f7a5c035a875 · outbound

This paper cites Training language models to reason efficiently.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Training language models to reason efficiently

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.216197Z

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Observation 2904d3c4-744b-413a-a1f4-0ecc1135fb04 · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.357959Z

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Observation 15a1d638-2fe1-44b6-9edd-a11cc607c057 · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.440445Z

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Observation ea80eec7-5a0e-46c2-9c91-2927b44cfa06 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Training Verifiers to Solve Math Word Problems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.537066Z

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Observation 79ec7da9-6ade-49f4-af82-365c2fbc742c · outbound

This paper cites Efficiently Scaling LLM Reasoning with Certaindex.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Efficiently Scaling LLM Reasoning with Certaindex

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.664239Z

Source-reported events for the cited work

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Observation dfc3f859-7aef-464a-b10d-3f48afc08ade · outbound

This paper cites Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.795079Z

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Observation 6d678fd4-21c4-46e8-966e-95354d36fbb9 · outbound

This paper cites The Llama 3 Herd of Models.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.951662Z

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Observation 22a43e7b-7e0c-4beb-94dd-ece12e2ed183 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:20.038671Z

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Unavailable: canonical work link unavailable.

Observation e9786936-b417-49b6-9874-b1c4b52b767f · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Measuring Mathematical Problem Solving With the MATH Dataset

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:20.152266Z

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Observation 7df68ac4-dc09-4b3a-afa3-4b866f580abd · outbound

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

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:20.279674Z

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Observation 664b0189-f809-4241-bd71-173cd7e5808c · outbound

This paper cites REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:20.434753Z

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Observation d1fdb5f0-d72c-49c6-b769-afe8beeb4a69 · outbound

This paper cites OpenAI o1 System Card.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models OpenAI o1 System Card

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:20.554765Z

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Observation e45a8ccf-12e5-42c6-95a7-48140c4677eb · outbound

This paper cites Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:20.658858Z

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Observation fbbc6055-bd0e-4dd7-bec4-3c346687a106 · outbound

This paper cites From System 1 to System 2: A Survey of Reasoning Large Language Models.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models From System 1 to System 2: A Survey of Reasoning Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:20.877908Z

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Observation 444a0ca3-7c23-4db7-96d4-575993586229 · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Understanding R1-Zero-Like Training: A Critical Perspective

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:20.958360Z

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Observation 7930d5b2-89d2-4c08-9e9b-37fba8db1192 · outbound

This paper cites O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.094663Z

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Observation 8033e9fa-2918-4a7f-b3e8-3b78077bde47 · outbound

This paper cites Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.167758Z

Source-reported events for the cited work

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Observation 6554e561-28e9-4943-9e2d-1b36f2d12397 · outbound

This paper cites Deepseek-r1 thoughtology: Let’s< think> about llm reasoning.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Deepseek-r1 thoughtology: Let’s< think> about llm reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.292409Z

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Observation b5bc1118-ecc8-4e97-b855-38bde4e3c746 · outbound

This paper cites Simpo: Simple preference optimization with a reference-free reward.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Simpo: Simple preference optimization with a reference-free reward

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.393396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a11afadb-1bbc-4e93-9242-8eff3ca6b616 · outbound

This paper cites A survey of efficient reasoning for large reasoning models: Language, multimodality, and beyond.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models A survey of efficient reasoning for large reasoning models: Language, multimodality, and beyond

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.484814Z

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Unavailable: canonical work link unavailable.

Observation 523b62c2-f102-40f1-9ae0-22fbd4ff1678 · outbound

This paper cites Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.577160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60963fd1-4ad9-4101-aa19-22fa7dd5ce32 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Proximal Policy Optimization Algorithms

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.644734Z

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Observation c207322a-36b1-48fc-b109-645830eca5ce · outbound

This paper cites Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.734766Z

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Observation 29a114f4-3aec-4d2b-a081-c5f7a354966c · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:21.834003Z

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Observation 4aee5b4b-5be9-4b2e-9bbf-e15241f36b37 · outbound

This paper cites Hawkeye:Efficient Reasoning with Model Collaboration.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Hawkeye:Efficient Reasoning with Model Collaboration

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.033784Z

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Observation af15bafb-1959-4d3f-83a2-c66c6480177e · outbound

This paper cites Dast: Difficulty-adaptive slow-thinking for large reasoning models.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Dast: Difficulty-adaptive slow-thinking for large reasoning models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.161837Z

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Observation 385586ae-f244-42d1-9655-d3f0d15c9193 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.244733Z

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Observation 5beb5d8b-3c9c-478b-a8ba-d84b90b714e8 · outbound

This paper cites Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.331444Z

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Observation 22f2786f-19f0-4e4e-967f-281dc6865a8b · outbound

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

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.390121Z

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Observation 9b77bfd8-623a-45b5-9344-ff0a8a6d3cec · outbound

This paper cites Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.520516Z

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Observation 739c4faa-0498-49b3-8c6c-4f10e60b04cc · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.644750Z

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Observation 150f2259-1845-465d-a182-4d050a246229 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.701873Z

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Observation 5d4d3d60-0489-40aa-87f3-3c3b6679e73d · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Chain-of-thought prompting elicits reasoning in large language models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.788026Z

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Observation 35c436da-ead5-49ab-9d3a-9f4b6586cbba · outbound

This paper cites Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.844861Z

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Observation 8f039778-8cbe-4d26-bb60-f9b10116127f · outbound

This paper cites Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:22.966069Z

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Observation 458771fb-e203-4431-a379-8a9621bf78cd · outbound

This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.068108Z

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Observation f3fe84a0-0e2b-4a03-8e18-fe37f9374e62 · outbound

This paper cites Think When You Need: Self-Adaptive Chain-of-Thought Learning.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Think When You Need: Self-Adaptive Chain-of-Thought Learning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.196052Z

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Observation 6f5b760f-1ccf-4e58-85f1-803cbcebc638 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Tree of thoughts: Deliberate problem solving with large language models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.284905Z

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Observation 98bfc12d-9e4e-4fce-8d68-5fe4867c9192 · outbound

This paper cites LIMO: Less is More for Reasoning.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models LIMO: Less is More for Reasoning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.344954Z

Source-reported events for the cited work

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Observation 2db188be-6c91-45b7-85de-76823b3802fe · outbound

This paper cites Demystifying Long Chain-of-Thought Reasoning in LLMs.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Demystifying Long Chain-of-Thought Reasoning in LLMs

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.435822Z

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Observation 506974be-a92c-4742-8ad2-f76440559575 · outbound

This paper cites Z1: Efficient Test-time Scaling with Code.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Z1: Efficient Test-time Scaling with Code

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.514871Z

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Observation 9bcc08b4-3cd8-47fb-9fa7-05f0844bd60c · outbound

This paper cites Evaluating the Performance of Large Language Models on GAOKAO Benchmark.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Evaluating the Performance of Large Language Models on GAOKAO Benchmark

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.638949Z

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Observation 8869e9bf-5e8f-4c08-9ff8-60a0d7774b51 · outbound

This paper cites ProcessBench: Identifying Process Errors in Mathematical Reasoning.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models ProcessBench: Identifying Process Errors in Mathematical Reasoning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.718441Z

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Observation a1124bd9-5d84-49bd-b313-9052acdde0c0 · outbound

This paper cites Hmm, I think this is enough to derive the final answer.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Hmm, I think this is enough to derive the final answer

Reference 45

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Observation 22389719-2b06-4923-8662-45ed60db9a63 · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 46

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Observation d2b16576-41eb-4486-891d-42ea9ec79d09 · outbound

This paper cites "" <Clean explanation using only the kept chunks. Minimal edits for flow. End with the boxed final answer.>.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models "" <Clean explanation using only the kept chunks. Minimal edits for flow. End with the boxed final answer.>

Reference 47

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Observation 102c004f-5d86-49e0-b2c7-9cd89eb1602e · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:29.725619Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4678f3c7-6d2b-4864-b939-2f070da900c8 · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 49

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 29c3b2aa-8b84-48d1-b5d2-13829ae7239f · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:29.424812Z

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Observation d9054618-5ada-4fa1-94bc-f9e0340f8ae0 · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:29.212508Z

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 01cffb9b-c79e-4701-9dfa-7173e3fca432 · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:29.035428Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 703a2797-a883-422a-931a-df78e6f2aba6 · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:28.892198Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 555a8c17-3e67-4526-8b7f-3d6b621b10c6 · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:28.744888Z

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 7bf5d0f6-a61c-4865-bf4f-eac91c2c90cb · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:28.633453Z

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 28903751-1ac6-449a-8d82-160f705e681c · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:28.515449Z

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 baa1df89-495b-46b2-b430-f4d5c3238c80 · outbound

This paper cites an unresolved cited work.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:28.024828Z

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.

Pith citing papers

Observation 87fc04e6-96b4-4920-a3c8-d58bfa498013 · 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 Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T17:53:41.668412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f5acdc9-dc1f-4020-92ab-bc0f061e9bc3 · 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 Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:32:02.680325Z

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.