Paper Citation Record · LEDGER

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory

As of 23 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2505.10981.

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

pith.paper-citation-record.v1
2505.10981 v3

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:05:14.669901Z

measured 73 of 73 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:24:28.324742Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

72 of 72 outbound references displayed

verified exact0
verified fuzzy0
unresolved72
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f549dbce-c4ea-41d2-8d7d-e521c35e82a0 · outbound

This paper cites online" 'onlinestring :=.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.424305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2da9b1fd-a0fc-48c4-9f19-7c47322648c7 · outbound

This paper cites write newline.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.429613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c02090d-0cbe-42b8-b054-fc0c938a5600 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.514170Z

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 d71ceb77-b6a5-4b3f-96de-21bdacff8b5a · outbound

This paper cites PaLM 2 Technical Report.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory PaLM 2 Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.436851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a460097-e3ae-4f0c-980a-0fefdd212d3a · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.502860Z

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 5d06ac0e-d521-4c46-899a-eb02a3df7dc5 · outbound

This paper cites u rgen M \.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory u rgen M \

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.443478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 432fdc24-7d15-4613-b7f8-217d51920bb9 · outbound

This paper cites Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.446518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 395db8fa-199c-48ed-8d46-5fca9740a776 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.449848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14d2f238-bb0d-4015-b65b-b03ae83fef21 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.488049Z

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 86e0c2d1-fdd6-4f19-829f-d1f5a064d92e · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.456283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ee1a732-4609-4698-80b1-f8e04f19362a · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.473517Z

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 141dcb60-0c0c-4291-97e4-c89845232f86 · outbound

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

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.462902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9607e7b5-6019-4631-9c6c-ed34013c6d42 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.467441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c89268-6735-48b3-a85a-d10ab5c872ac · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Training Verifiers to Solve Math Word Problems

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.471077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 063bb134-3eaa-415d-8a7a-9ef6710a3444 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.463715Z

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 cde78b24-9ff6-4dc5-83ea-c4644ad754bd · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.453731Z

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 7a3e6644-40a5-467c-8944-45cabfa7750c · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.443268Z

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 642cf9c4-24d1-44a3-a4ed-21bc78d098d0 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.485107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83984755-ab42-4b55-95d3-ba0ba13e2d96 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.427144Z

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 576c8d96-2ec4-449a-ad62-2a09b2089dda · outbound

This paper cites The Llama 3 Herd of Models.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory The Llama 3 Herd of Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.492360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2432c99-9c56-4d86-ac64-89d67f6c1462 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.495537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccb93332-a62c-4714-be99-d3e5cf3d3fdb · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.409575Z

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 90c6140d-7e91-49bf-9ef3-d95001c7d979 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.399739Z

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 f37bdf40-7301-4406-ba3f-231276f7f758 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.390042Z

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 c454ce7e-ab66-42cb-9cc8-17b8a1816f45 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.511449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6ec39d1-3947-47e6-984a-aa21038849bd · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.515750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d90807e8-8047-4bdc-af7f-be67b80288db · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.518915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2cd7b7e-fbfb-4f3f-915d-82a42d372957 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.366110Z

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 3fe54956-d209-44aa-891e-613f24256545 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.525808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4519a5b0-b272-4104-b1e8-7780a7049aa2 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.348273Z

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 8d9b89e9-9a63-449f-8f6c-5fc4e8569089 · outbound

This paper cites A Survey of Test-Time Compute: From Intuitive Inference to Deliberate Reasoning.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory A Survey of Test-Time Compute: From Intuitive Inference to Deliberate Reasoning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.532213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3be67e95-460c-4663-966d-4a22cb1b2dc3 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.335764Z

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 c421823e-e439-478e-ae50-ada1090be08a · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.323969Z

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 6ecb67f7-4ed4-4a9f-91a2-ce18ada00fbe · outbound

This paper cites Scaling Laws for Neural Language Models.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Scaling Laws for Neural Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.541425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6599a02e-4786-49b5-854d-e4b13baa80b7 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.312661Z

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 ae20a347-ebb8-4cdc-a6f1-fc580584a336 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.301763Z

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 d618f292-9e17-447d-9692-fdc55fedaae6 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.290164Z

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 63d006e1-1d39-4fb5-b0b4-2e067eeedcff · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.555132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 978579fb-2fad-4c34-9c2d-dd97bcd02662 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.274483Z

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 b3f98653-085c-41d6-bbdb-22e45b7a82d1 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.263696Z

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 f6b040ac-e022-4811-98bc-78c92514297a · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.564079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6c26668-bcdd-41a7-bc5d-fdd8ccf2b659 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.568105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc8eaabb-41e9-4f5c-8ad9-f2c010678ab8 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.240263Z

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 9e3a5b2b-4d07-4d62-b5df-4b718187280a · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.229742Z

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 94c4b66a-6726-4b10-a633-c4f96eb68f3b · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.219728Z

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 23094711-196a-4317-a45f-12c421baa17a · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.209445Z

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 465645f0-8182-4022-8f37-c82f55b4225d · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.198583Z

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 4157de99-326a-46ea-9651-430ad20e6767 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.187761Z

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 364b8703-0022-451d-876e-94c3c96c0623 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.589901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70500c04-734f-45ad-b7f1-25a1d786c1f2 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.593320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50a3dda1-589d-42a3-92cb-c6d171686c84 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.163759Z

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 92a760e6-d1bb-4e01-b435-92c341a86d67 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.152224Z

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 03bbec9a-ff8f-458c-ab89-83d2c71560c5 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.140742Z

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 008476eb-5a14-4d9e-82b6-0104525999ed · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.606352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf1f4bea-8cb1-40d5-9e4b-660511e834b3 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.610597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d862c5bd-1b37-45fa-a20a-7a1f956c6b11 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.129664Z

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 5ed7978d-4107-4777-bb9b-050580cf732d · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.618096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d555db-97a9-47df-85be-2db13674a06c · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.621881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44b67ea9-3727-46d2-acb1-d7441887150e · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.105095Z

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 a825ab03-f34e-48a3-bb42-0885ac6f8d4a · outbound

This paper cites Qwen2.5 Technical Report.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Qwen2.5 Technical Report

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.629717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 318fa095-df4f-4169-8433-5c3f18bbb5e3 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.095265Z

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 97421e35-ccc5-4faf-a734-ad5e2eef21ad · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.635824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b110b48-5966-44d0-826c-17fd80d88448 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.085001Z

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 a2380d39-2711-4e73-83ab-abf983bacf50 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.075079Z

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 9b126023-f354-4b3c-89b1-ffb7c5bc29c3 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.062503Z

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 14989bd9-3489-4c18-ad13-e3baa57c26a4 · outbound

This paper cites Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.648766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abf80d04-6a83-41e2-9d5c-0b6f38c20360 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.051207Z

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 9da35f32-e6c8-4b67-a6f4-5b2caf9b47f5 · outbound

This paper cites Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.655622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66170e96-e819-4fd0-97f5-bb91129d28de · outbound

This paper cites Scaling LLM Inference with Optimized Sample Compute Allocation.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Scaling LLM Inference with Optimized Sample Compute Allocation

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:14.659511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17935636-e31d-433d-af0b-a4b9be9216a6 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.039531Z

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 32dc75a1-de67-4da3-9cbb-004c7537ad4f · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.027249Z

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 98bcca42-ace9-4f3a-8b33-db9c593dfaf6 · outbound

This paper cites an unresolved cited work.

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:05:15.016076Z

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.

Pith citing papers

Observation 2d690a40-c96d-402f-a155-3180290068c3 · inbound

Visual Access Boundaries in Vision-Language Model Reasoning cites this paper.

Visual Access Boundaries in Vision-Language Model Reasoning Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:28.324742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.