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Paper Citation Record · LEDGER

Steering LLM Thinking with Budget Guidance

As of 9 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 8 inbound Pith citation observations for arXiv:2506.13752.

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

pith.paper-citation-record.v1
2506.13752 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:32:59.990493Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:54:16.991909Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T04:32:23.034131Z

Reference resolution

32 of 32 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7fe640b-42b8-411d-bdc0-b51357e689a6 · outbound

This paper cites Aime problems and solutions, n.d.

Steering LLM Thinking with Budget Guidance Aime problems and solutions, n.d

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:33:01.526434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.784020Z digest=sha256:239760f5fdacaa87685e7c87e423567ce317c8afcf1448028780a4e754c9dbc4

Observation 6f64b54f-57e3-4815-b095-05d151f1c24a · outbound

This paper cites Amc 12 problems and solutions, n.d.

Steering LLM Thinking with Budget Guidance Amc 12 problems and solutions, n.d

Reference 2

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raw_fallback, observed 2026-08-07T00:33:01.391816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.792216Z digest=sha256:1853d54e201b98825256b36096d308a2426d2c0bfde6ddba129c71f1025bf86e

Observation 193ef2e0-8f40-4d3f-b777-9e2eb8235d2d · outbound

This paper cites Devlin, M.-W.

Steering LLM Thinking with Budget Guidance Devlin, M.-W

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.797967Z digest=sha256:5abd8ce31720aecbc98579b0ce8007ce3d4120042a168c6ac1b1f51f3accc71e

Observation de623f39-3464-419e-bf4c-0d06125fa95e · outbound

This paper cites Dhariwal and A.

Steering LLM Thinking with Budget Guidance Dhariwal and A

Reference 4

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.803942Z digest=sha256:990aec778bc9db7a4f1f03441b7ef92f4fc17bd31431f1821e14877f21223761

Observation fe6ee578-a638-433e-9c51-eabce210b62b · outbound

This paper cites Dugas, Y.

Steering LLM Thinking with Budget Guidance Dugas, Y

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:33:01.235065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.810940Z digest=sha256:158da68a88124a3bb725547bac6371de8f410e288cdc7cc189353a4654fb9689

Observation e22cc08a-4c70-4d53-b2ba-36ca26517bb9 · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:33:01.053444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.817703Z digest=sha256:85a90993734de8f83f355467913df9a1956136cdf1b8f1ba1fc2717a6d85e3c6

Observation 982c1d2f-3289-479f-a2f6-fb56691cd119 · outbound

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

Steering LLM Thinking with Budget Guidance DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

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no resolver link, observed 2026-08-07T00:32:59.824096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.824096Z digest=sha256:ec415ca4f399dd66b8995b58ca9417f59e0adb110e682bb8b66c6bf7eb7c105c

Observation a1117513-2ed3-462c-a131-c30dc59528d7 · outbound

This paper cites FOLIO: Natural Language Reasoning with First-Order Logic.

Steering LLM Thinking with Budget Guidance FOLIO: Natural Language Reasoning with First-Order Logic

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.829841Z digest=sha256:1018e41ba0165aa64b826c4d096227c79cbd20b5dc2512c213580910c100fedd

Observation ee06ff28-4fee-4bc0-866e-8c33a1f16f9f · outbound

This paper cites Token-Budget-Aware LLM Reasoning.

Steering LLM Thinking with Budget Guidance Token-Budget-Aware LLM Reasoning

Reference 9

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no resolver link, observed 2026-08-07T00:32:59.837388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.837388Z digest=sha256:cd095c3a0453d7fc81d52a6f78796ed902be6ebe5aa50ab3dbff4247d4c3c59b

Observation 2dbbc0c5-fef4-400b-800e-8322233f1090 · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

Steering LLM Thinking with Budget Guidance Training Large Language Models to Reason in a Continuous Latent Space

Reference 10

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no resolver link, observed 2026-08-07T00:32:59.843969Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.843969Z digest=sha256:0021dcb534dcee0c91e0f3e9b5f6af8ce7d93f2233efe2d2beb8495e6d01f871

Observation c2943c6d-2def-4e64-8e39-89edce3328c8 · outbound

This paper cites OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.

Steering LLM Thinking with Budget Guidance OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.849364Z digest=sha256:d85d595218c2d924b87b5b0960ce5e433cbf96b0268fb01f96f2845670609c58

Observation e71f508a-b561-48d1-8e25-6b918bc81434 · outbound

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

Steering LLM Thinking with Budget Guidance Measuring Mathematical Problem Solving With the MATH Dataset

Reference 12

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no resolver link, observed 2026-08-07T00:32:59.855351Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.855351Z digest=sha256:7d21ca4e03d00010451070bf106c9d39af781a105f49da9b0923552404158ac2

Observation d2d26656-3d9d-4749-95f1-9797b39ba210 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Steering LLM Thinking with Budget Guidance Classifier-Free Diffusion Guidance

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.861912Z digest=sha256:68cc3b7be49f7f00655db8b4231c6a413e2ec0d150b1f622150aa8cc3bddfa49

Observation 911b8e02-9472-4e70-96ed-90079de92069 · outbound

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

Steering LLM Thinking with Budget Guidance ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.869170Z digest=sha256:2bd87f5c71a697a4cd177d41222e2c14e817480a706042163aab6f1680c5bed1

Observation 05284d35-1ec7-4ba1-a7ce-003a8a9618f9 · outbound

This paper cites OpenAI o1 System Card.

Steering LLM Thinking with Budget Guidance OpenAI o1 System Card

Reference 15

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no resolver link, observed 2026-08-07T00:32:59.876009Z

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source=pdf_text observed=2026-08-07T00:32:59.876009Z digest=sha256:d9206d0f42b32f8e0d97be5661bb93a09c2f945d5ea8272384e5608a1494273d

Observation a9ae6a8c-e721-4cd2-b227-b5efa6ce16d1 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

Steering LLM Thinking with Budget Guidance LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 16

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source=pdf_text observed=2026-08-07T00:32:59.883157Z digest=sha256:22acb0a4d3ef8b7a8afc77e2d9fdbab2b6ddb1f4568170474a9b91ea18cf1266

Observation 47cb8b99-4646-4659-9952-64100bb9c7de · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.889344Z digest=sha256:156b3fb5a0ebb65c1dcb33fb6200821e75e59eb03b3302095533e5c0d22cfdd6

Observation aa443eaf-88bd-407f-bb31-87a7ca2390ff · outbound

This paper cites Lightman, V.

Steering LLM Thinking with Budget Guidance Lightman, V

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:59.895838Z digest=sha256:c4e37dbe72c7fa926ff3548f99711b5386b7f57ff09eeee7c4ba16e60aac589b

Observation ef5c8173-da47-4bf9-8fc0-a9e6b69356dd · outbound

This paper cites Reasoning Models Can Be Effective Without Thinking.

Steering LLM Thinking with Budget Guidance Reasoning Models Can Be Effective Without Thinking

Reference 19

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source=pdf_text observed=2026-08-07T00:32:59.902163Z digest=sha256:4e9986c7fe46ab6fea1f8fccbd02edddfe9583e0bf7cf804de5ad4daf9cafab0

Observation ae4404fe-287e-457a-a27f-f21b2b4ef8dc · outbound

This paper cites s1: Simple test-time scaling.

Steering LLM Thinking with Budget Guidance s1: Simple test-time scaling

Reference 20

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source=pdf_text observed=2026-08-07T00:32:59.908153Z digest=sha256:6f1fe6026227a05753bc62bcbf1930985fa9dacff6a79309d60f64017cf6e264

Observation dcb07b53-14a9-4318-9d0b-f8531a62267a · outbound

This paper cites Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!.

Steering LLM Thinking with Budget Guidance Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Reference 21

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source=pdf_text observed=2026-08-07T00:32:59.913605Z digest=sha256:c944c48f289adbdb6cd833a6e66101bd7c2ab4a5d685e61949ecd12a873755c8

Observation 653920c4-89aa-4f88-8ce9-8c2badafd2d6 · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 22

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.919892Z digest=sha256:73c205f539a448fab3c783a8e0993baa859c5652a04e1fabe600b64470499317

Observation 9a04409e-10c3-4495-b568-ad4aff13a3c8 · outbound

This paper cites Efficient Guided Generation for Large Language Models.

Steering LLM Thinking with Budget Guidance Efficient Guided Generation for Large Language Models

Reference 23

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source=pdf_text observed=2026-08-07T00:32:59.925147Z digest=sha256:262a773f5f7e36089acf2e46052d9d986d61bc5a45e2b1a810a1ec8a89aefbca

Observation fe01446d-fcc4-4053-9109-5a4d40b10309 · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 24

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.933649Z digest=sha256:72f5c82e48f8cfbf99971b89470c71db3ccebb66caf08a70e6e0ecb2c5d79487

Observation 89cd5a4f-355a-46c8-8a94-8444d7ec5973 · outbound

This paper cites Qwen2 Technical Report.

Steering LLM Thinking with Budget Guidance Qwen2 Technical Report

Reference 25

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source=pdf_text observed=2026-08-07T00:32:59.940436Z digest=sha256:9d32ac4a0648543cd09245c6842d3ada19f570fc552f325520e62188a382962d

Observation 2964ffbe-6e78-424e-af49-78944657b0d1 · outbound

This paper cites Qwen2.5 Technical Report.

Steering LLM Thinking with Budget Guidance Qwen2.5 Technical Report

Reference 26

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no resolver link, observed 2026-08-07T00:32:59.945672Z

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source=pdf_text observed=2026-08-07T00:32:59.945672Z digest=sha256:43b291cad621861a4ab8052cbc29c3d3bbfa1567eb272027fb14d4c5d536c96b

Observation a9c3b7e9-b0aa-499f-8b3b-eef60faac2c4 · outbound

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

Steering LLM Thinking with Budget Guidance Z1: Efficient Test-time Scaling with Code

Reference 27

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source=pdf_text observed=2026-08-07T00:32:59.953198Z digest=sha256:977837e0aa3592ab12b77531683fc3abed3ca50782119924a31f9e8fedfd529d

Observation 4e7e7aff-be12-4fc4-a0a4-03363330d034 · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 28

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.960639Z digest=sha256:bd27c40200ccf5e4b86a680c41345dc2bb4a4caad2b874dfa7a0e502cbd7feaa

Observation a3c5dea4-7c13-41d0-ac49-477f43c57f47 · outbound

This paper cites Group 2: 101.

Steering LLM Thinking with Budget Guidance Group 2: 101

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-07T00:33:00.674959Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.971163Z digest=sha256:0572554b5d65a0ebb0c930e2704d2e52697222ced42aaa50f615571f5e5d915a

Observation 283c1b88-316d-4fce-ae86-e0132cad5119 · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 31

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.983325Z digest=sha256:07cb004c3bfa4a2ce07ba06bd5a0b0397ef9b048e9b9cab7b2c00b939ef28ac5

Observation 197f4339-d44f-47aa-a524-e9fa7e466b35 · outbound

This paper cites Converting each group:- 010 is 2 - 101 is 5 - 001 is 1 - 110 is 6So, 2516.

Steering LLM Thinking with Budget Guidance Converting each group:- 010 is 2 - 101 is 5 - 001 is 1 - 110 is 6So, 2516

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-07T00:33:00.462201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.990493Z digest=sha256:4b35342c5947cde5c92e7cf9547616e282182826194d5ac4cf1f5fe309c05619

Observation e3b73ba6-7551-492b-bda7-2848f85b4a9a · outbound

This paper cites Hmm, seems correct.Just to be thorough, maybe I should convert the original binary number to decimal first and then to octal, to see if I get the same result.

Steering LLM Thinking with Budget Guidance Hmm, seems correct.Just to be thorough, maybe I should convert the original binary number to decimal first and then to octal, to see if I get the same result

Reference 110

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verified fuzzy
raw_fallback, observed 2026-08-07T00:33:00.506639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:32:59.977483Z digest=sha256:a8fba0447d14b6876d8145c5299ad4c29dd33a59a1b8f7027a936ccd080f3691

Pith citing papers

Observation 4fa7ffbf-94a8-42f9-acc6-ca513a5a4233 · 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 Steering LLM Thinking with Budget Guidance

Reference 94

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:54:16.991909Z digest=sha256:4cde7a123b54f2c37014052053d8fdf89c0879571f397386154fffa9528b13d5

Observation 4b16991c-8e69-4564-a6ee-1b923cd49c90 · inbound

Base Models Know How to Reason, Thinking Models Learn When cites this paper.

Base Models Know How to Reason, Thinking Models Learn When Steering LLM Thinking with Budget Guidance

Reference 3

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:02:19.357455Z digest=sha256:8fe7f968aec53f7f87af9552e8cc4c56e46325d57a727c993a2e21a6c5f1025d

Observation fb6680b5-76af-434a-b694-471f615dd91a · inbound

Are Large Reasoning Models Interruptible? cites this paper.

Are Large Reasoning Models Interruptible? Steering LLM Thinking with Budget Guidance

Reference 16

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no resolver link, observed 2026-08-04T10:07:52.262724Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T10:07:52.262724Z digest=sha256:d9b68025ff021e7c694ca01ab9ffacd7c83943491fa85eb7e789e9e20bb3ba75

Observation b854833f-c059-4cf7-9c70-474c3b447b35 · inbound

DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference cites this paper.

DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference Steering LLM Thinking with Budget Guidance

Reference 9

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verified exact
arxiv_id, observed 2026-05-18T04:32:23.037436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-18T04:31:40.360872Z digest=sha256:ba8b4c6bebd4ff4e48b7519697f9c5c6f40e42cab451f8956379f0edcf338cfe

Observation 67313d49-0389-4646-a396-9575b30f074c · inbound

Efficient Reasoning on the Edge cites this paper.

Efficient Reasoning on the Edge Steering LLM Thinking with Budget Guidance

Reference 18

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no resolver link, observed 2026-07-13T23:28:12.790404Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:28:12.790404Z digest=sha256:8ef544da3af68f7d97a329fde5b150c2451b49c31cc1edf5a383991603408715

Observation e13e34b9-795e-427f-a138-2d23a0f193eb · inbound

When Less is Enough: Efficient Inference via Collaborative Reasoning cites this paper.

When Less is Enough: Efficient Inference via Collaborative Reasoning Steering LLM Thinking with Budget Guidance

Reference 24

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verified exact
arxiv_id, observed 2026-05-11T15:41:43.149541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 66b4f9a3-75f5-4d96-a564-08ef67c349f0 · inbound

FlowCompile: An Optimizing Compiler for Structured LLM Workflows cites this paper.

FlowCompile: An Optimizing Compiler for Structured LLM Workflows Steering LLM Thinking with Budget Guidance

Reference 4

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arxiv_id, observed 2026-05-14T19:49:26.041990Z

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source=arxiv_source observed=2026-05-14T19:48:28.425792Z digest=sha256:2ae2954988f943a17d04ce2d5754f5a680391b117cd190fab2dff4475eba2eda

Observation 042889fd-755d-475b-87ea-7df922a6101b · 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 Steering LLM Thinking with Budget Guidance

Reference 5

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no resolver link, observed 2026-07-14T07:09:11.486851Z

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