Paper Citation Record · LEDGER

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks

As of 10 August 2026, this Paper Citation Record lists 95 of 95 outbound references and 4 inbound Pith citation observations for arXiv:2501.10069.

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

pith.paper-citation-record.v1
2501.10069 v4

Coverage vector

measured 95 of 95 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:27:23.569311Z

measured 99 of 99 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:18:40.793196Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:09:40.660151Z

Reference resolution

95 of 95 outbound references displayed

verified exact2
verified fuzzy33
unresolved59
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a9b394b-49a6-47d1-828a-48d8980272ff · outbound

This paper cites GPT-4 Technical Report.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.237635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3703b83-bdd5-42bd-affb-6edec0889a10 · outbound

This paper cites Program Synthesis with Large Language Models.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Program Synthesis with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.242706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84a8036c-d776-49c6-b07e-15860daf78bb · outbound

This paper cites Dynamic programming.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Dynamic programming

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.247120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de9c7c5a-e8a1-4a6a-8067-f318a44238c7 · outbound

This paper cites Graph of thoughts: Solving elaborate problems with large language models.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Graph of thoughts: Solving elaborate problems with large language models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.250993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7283b02-0152-4810-87f8-3675ca982b1e · outbound

This paper cites Navigating the labyrinth: Evaluating and enhancing LLM s ability to reason about search problems, 2024.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Navigating the labyrinth: Evaluating and enhancing LLM s ability to reason about search problems, 2024

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.254855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 703ab644-0e19-4c31-aaa1-3393c278679b · outbound

This paper cites Language models are few-shot learners.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Language models are few-shot learners

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.258541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c28d59d-2473-4dd9-b7b5-14d098f47bb5 · outbound

This paper cites Evoprompting: Language models for code-level neural architecture search.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Evoprompting: Language models for code-level neural architecture search

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.262489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8e8702e-c973-4773-9c5a-e88d080d5bb2 · outbound

This paper cites Boosting of thoughts: Trial-and-error problem solving with large language models.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Boosting of thoughts: Trial-and-error problem solving with large language models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.265767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a81ac4af-20e0-419a-9ab4-5c286fffdfd7 · outbound

This paper cites When is tree search useful for LLM planning? it depends on the discriminator.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks When is tree search useful for LLM planning? it depends on the discriminator

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.269107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26ce8d78-31de-43f7-a26e-aeb2a8f44417 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Training Verifiers to Solve Math Word Problems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.272609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f58ae40-ccf0-4256-9a5c-ceeb42e48724 · outbound

This paper cites Generating code world models with large language models guided by monte carlo tree search.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Generating code world models with large language models guided by monte carlo tree search

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.276505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ed9e188-510d-4ef6-8915-4a24e18c2c51 · outbound

This paper cites Minedojo: Building open-ended embodied agents with internet-scale knowledge.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Minedojo: Building open-ended embodied agents with internet-scale knowledge

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.280079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a8ea224-44d9-4c42-bbe4-61d127990c06 · outbound

This paper cites Natural Language Reinforcement Learning.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Natural Language Reinforcement Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.283216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfab924b-a814-480e-ba2e-9038f5fc3abf · outbound

This paper cites PATHFINDER : Guided search over multi-step reasoning paths.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks PATHFINDER : Guided search over multi-step reasoning paths

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.287013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e8ad0c8-8da5-4a21-8d35-f006c1c86ff8 · outbound

This paper cites Leveraging pre-trained large language models to construct and utilize world models for model-based task planning.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Leveraging pre-trained large language models to construct and utilize world models for model-based task planning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.290452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d766ec42-3441-4df6-80f0-71f3531b0ced · outbound

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

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.294040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 756355b2-484a-4751-85c7-2e15f652fa1c · outbound

This paper cites Reasoning with language model is planning with world model.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Reasoning with language model is planning with world model

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.297853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1647f62-e47d-498a-85fb-5f39dd81f0c3 · outbound

This paper cites Interactive fiction games: A colossal adventure.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Interactive fiction games: A colossal adventure

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.301415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f41b699-62be-4b38-8a54-7c1d404fa3f8 · outbound

This paper cites Measuring coding challenge competence with APPS.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Measuring coding challenge competence with APPS

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.305204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0530951-ba51-49bc-97c0-bfe83701629b · outbound

This paper cites Measuring mathematical problem solving with the MATH dataset.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Measuring mathematical problem solving with the MATH dataset

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.308662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 499e9b2f-94fa-45fb-a609-2ea32b1ab317 · outbound

This paper cites Tree-planner: Efficient close-loop task planning with large language models.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Tree-planner: Efficient close-loop task planning with large language models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.312319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba88d269-8859-4bf3-8e6e-fc05558ceb82 · outbound

This paper cites Understanding the planning of LLM agents: A survey.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Understanding the planning of LLM agents: A survey

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.315734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07c5c6b0-e1de-4181-9cd0-a9d98bfda6fd · outbound

This paper cites The consensus game: Language model generation via equilibrium search.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks The consensus game: Language model generation via equilibrium search

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.319703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecd1df68-deda-4207-9301-47f17f77ae1d · outbound

This paper cites Language Models (Mostly) Know What They Know.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Language Models (Mostly) Know What They Know

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.323007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d454a7-b804-45e1-8310-63d8e486d1d2 · outbound

This paper cites MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference Time.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference Time

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.326793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6264904f-635a-4252-b168-470d2b1b9223 · outbound

This paper cites Tree search for language model agents.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Tree search for language model agents

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.330422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1813333-5726-40ff-8e7b-d44f434c67f9 · outbound

This paper cites Large language models are zero-shot reasoners.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Large language models are zero-shot reasoners

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.334165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 689d6942-5653-41e2-9fa4-5ad762a734fa · outbound

This paper cites Pre-trained language models for interactive decision-making.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Pre-trained language models for interactive decision-making

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.743663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f7a0315a-f39e-436c-959d-fc1077b9f675 · outbound

This paper cites A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.341055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf9b1660-fec3-44c2-a304-e1594423cb85 · outbound

This paper cites Making language models better reasoners with step-aware verifier.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Making language models better reasoners with step-aware verifier

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.344743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6092914d-e1d6-46b5-89f7-3b4691c06bbe · outbound

This paper cites Strategist: Self-improvement of LLM decision making via bi-level tree search.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Strategist: Self-improvement of LLM decision making via bi-level tree search

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.733643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9b20a57-89ae-4ddb-89b4-91a1ac114afe · outbound

This paper cites Let's verify step by step.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Let's verify step by step

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.351629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1879472-a753-4765-b693-46e389132462 · outbound

This paper cites Teaching models to express their uncertainty in words.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Teaching models to express their uncertainty in words

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.354665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ae6526-b3bc-4272-acc6-47f13aa65ba9 · outbound

This paper cites LLM+P: Empowering Large Language Models with Optimal Planning Proficiency.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks LLM+P: Empowering Large Language Models with Optimal Planning Proficiency

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.357880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ee6117-8d60-41f8-bc18-51449382bf88 · outbound

This paper cites Think-on-graph 2.0: Deep and faithful large language model reasoning with knowledge-guided retrieval augmented generation.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Think-on-graph 2.0: Deep and faithful large language model reasoning with knowledge-guided retrieval augmented generation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.711820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 96a0dd24-007c-492d-a80a-26e62b173d08 · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Self-refine: Iterative refinement with self-feedback

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.700975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2f89dd90-eae4-48e8-a4b0-af58b05cbeb1 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Self-Refine: Iterative Refinement with Self-Feedback

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.368745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1841f482-5739-460d-a221-032ea43d6e39 · outbound

This paper cites The 1998 ai planning systems competition.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks The 1998 ai planning systems competition

Reference 38

Resolution: verified exact; doi, observed 2026-08-10T19:27:23.650579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e6127706-98c4-415a-a0f1-ae039598b242 · outbound

This paper cites Llm-a*: Large language model enhanced incremental heuristic search on path planning.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Llm-a*: Large language model enhanced incremental heuristic search on path planning

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.690308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e636ad46-0e69-47d6-9841-9354c02f6ee3 · outbound

This paper cites Wang, and Xi Victoria Lin.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Wang, and Xi Victoria Lin

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.678714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dc0e7cc2-c3b2-423b-a9de-f6fb207ba462 · outbound

This paper cites Training language models to follow instructions with human feedback.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Training language models to follow instructions with human feedback

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.382670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e273d0c2-f7b6-4178-bbcd-dd407fb09138 · outbound

This paper cites Feedback loops with language models drive in-context reward hacking.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Feedback loops with language models drive in-context reward hacking

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.661551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e99a29e7-28af-437e-9e8e-9f8b0ed00996 · outbound

This paper cites Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.389453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f2032e-0fbc-479b-9f61-49bb685aca02 · outbound

This paper cites Virtualhome: Simulating household activities via programs.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Virtualhome: Simulating household activities via programs

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.651036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7cdbaa25-2534-423d-84db-6be5e8c79451 · outbound

This paper cites Agent q: Advanced reasoning and learning for autonomous ai agents.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Agent q: Advanced reasoning and learning for autonomous ai agents

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.639245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b14fb7fc-6761-4b19-9300-58e94a5d3ee7 · outbound

This paper cites Mutual reasoning makes smaller LLM s stronger problem-solver.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Mutual reasoning makes smaller LLM s stronger problem-solver

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.404581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed3bd655-7a9f-40b6-9a8c-97f56e450b90 · outbound

This paper cites Recursive introspection: Teaching language model agents how to self-improve.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Recursive introspection: Teaching language model agents how to self-improve

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.615783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fd364eea-7f23-40a8-b630-dcae4004c782 · outbound

This paper cites Language models are unsupervised multitask learners.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Language models are unsupervised multitask learners

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.412088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8989981d-6b55-42d3-81fe-b9406b34cedd · outbound

This paper cites Artificial intelligence a modern approach.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Artificial intelligence a modern approach

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.600251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f820088f-a964-4ad8-bb8c-52d01e5285d7 · outbound

This paper cites Whose Opinions Do Language Models Reflect?.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Whose Opinions Do Language Models Reflect?

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.419341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8840e2d8-d2f0-4ca8-addc-f8f65c5ea3ac · outbound

This paper cites Monte carlo planning with large language model for text-based games.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Monte carlo planning with large language model for text-based games

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.589976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 68541345-4d7c-4d15-a702-a890753ee148 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning, 2023.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Reflexion: Language agents with verbal reinforcement learning, 2023

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.426776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f56b684-119b-4bf6-a1e0-af0eaa759452 · outbound

This paper cites \ ALFW \ orld: Aligning text and embodied environments for interactive learning.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks \ ALFW \ orld: Aligning text and embodied environments for interactive learning

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.573039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9f4bc174-0db3-40d1-b008-268f4d619590 · outbound

This paper cites Blocks world revisited.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Blocks world revisited

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.433709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a128b41b-b0ee-4ba5-a5fe-1c57f63ed2e8 · outbound

This paper cites Scaling test-time compute optimally can be more effective than scaling LLM parameters.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Scaling test-time compute optimally can be more effective than scaling LLM parameters

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.437305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20e1b33d-e2aa-44aa-9bcb-55d7da49e4dd · outbound

This paper cites Informing reinforcement learning agents by grounding natural language to markov decision processes, 2024.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Informing reinforcement learning agents by grounding natural language to markov decision processes, 2024

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.556662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ee676fa0-5363-4a68-bdcb-251ef1b83b8d · outbound

This paper cites Think-on-graph: Deep and responsible reasoning of large language model on knowledge graph.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Think-on-graph: Deep and responsible reasoning of large language model on knowledge graph

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.546141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 22fa9e8f-535a-4fc7-8e7c-ba31db9479fe · outbound

This paper cites Reinforcement learning: An introduction.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Reinforcement learning: An introduction

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.447759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f5397f-51e8-4e4e-b7fe-85b568251308 · outbound

This paper cites Planbench: An extensible benchmark for evaluating large language models on planning and reasoning about change.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Planbench: An extensible benchmark for evaluating large language models on planning and reasoning about change

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.526763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9c6afc76-19d6-476e-909f-ab1a82aa0871 · outbound

This paper cites On the planning abilities of large language models - a critical investigation.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks On the planning abilities of large language models - a critical investigation

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.513529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3e8cccae-fc11-42ca-9674-325d7bf3135a · outbound

This paper cites Alphazero-like tree-search can guide large language model decoding and training, 2024.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Alphazero-like tree-search can guide large language model decoding and training, 2024

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.499686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 548cc433-55ad-44a5-b2a9-256a4618fa2c · outbound

This paper cites Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.461086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eb567fa-0df3-4673-ad19-5e690bc79311 · outbound

This paper cites Hendryx, Summer Yue, and Hugh Zhang.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Hendryx, Summer Yue, and Hugh Zhang

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.486778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8fd50480-1a12-4abf-a7da-57b2ff437323 · outbound

This paper cites Efficient evolutionary search over chemical space with large language models.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Efficient evolutionary search over chemical space with large language models

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.476064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8f5873dc-3fa2-4cd1-9002-0bf01d792769 · outbound

This paper cites A survey on large language model based autonomous agents.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks A survey on large language model based autonomous agents

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.465901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 21a5fe52-8170-4875-9dea-a756e2f2b961 · outbound

This paper cites Task-completion dialogue policy learning via M onte C arlo tree search with dueling network.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Task-completion dialogue policy learning via M onte C arlo tree search with dueling network

Reference 66

Resolution: verified exact; doi, observed 2026-08-10T19:27:23.633808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8df0f6e2-4459-43de-9e53-ec8d6cea2e76 · outbound

This paper cites From lsat: The progress and challenges of complex reasoning.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks From lsat: The progress and challenges of complex reasoning

Reference 67

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T19:27:23.873464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8b4a260f-c9f5-4391-867c-fbe805d86b41 · outbound

This paper cites Persuasion for good: Towards a personalized persuasive dialogue system for social good.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Persuasion for good: Towards a personalized persuasive dialogue system for social good

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.480844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99f573bc-3a73-4acb-b6fc-610ce9bd5bfc · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.483793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05dd5b64-0abc-495d-824f-3772e119a245 · outbound

This paper cites Learning from delayed rewards.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Learning from delayed rewards

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.486638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d609aa8-6e50-43e3-8e8c-e4b31598e0cd · outbound

This paper cites Chi, Quoc V Le, and Denny Zhou.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Chi, Quoc V Le, and Denny Zhou

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.489566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97e1ecc8-5b49-4f46-b17a-071a1e3607d4 · outbound

This paper cites Self-evaluation guided beam search for reasoning.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Self-evaluation guided beam search for reasoning

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.433124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 762e91d1-ed07-44cc-8f27-572fac1edd02 · outbound

This paper cites On the Tool Manipulation Capability of Open-source Large Language Models.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks On the Tool Manipulation Capability of Open-source Large Language Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.495454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94292469-b5cd-4256-aebd-b0b83979f114 · outbound

This paper cites an unresolved cited work.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.498691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c1bcde0-415f-47b3-a589-c2117be0ae93 · outbound

This paper cites Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.501890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6106a7e5-2d14-4441-87e1-a412c293bf00 · outbound

This paper cites De FT : Decoding with flash tree-attention for efficient tree-structured LLM inference.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks De FT : Decoding with flash tree-attention for efficient tree-structured LLM inference

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.421652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 841c5590-209c-4e63-9104-db7dbc716795 · outbound

This paper cites Webshop: Towards scalable real-world web interaction with grounded language agents.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Webshop: Towards scalable real-world web interaction with grounded language agents

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.508179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9ef6a6c-bec9-49e9-b445-17fd20fa6ef7 · outbound

This paper cites Griffiths, Yuan Cao, and Karthik Narasimhan.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Griffiths, Yuan Cao, and Karthik Narasimhan

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.510905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d2f1cd-1970-49fd-873b-4ca1067aa208 · outbound

This paper cites React: Synergizing reasoning and acting in language models.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks React: Synergizing reasoning and acting in language models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.513716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f26d23-066d-4b20-bb90-4ebb26899679 · outbound

This paper cites The value of semantic parse labeling for knowledge base question answering.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks The value of semantic parse labeling for knowledge base question answering

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.517047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6b50276-5f1c-4326-8e98-d1ccd6ac9584 · outbound

This paper cites Prompt-based monte-carlo tree search for goal-oriented dialogue policy planning.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Prompt-based monte-carlo tree search for goal-oriented dialogue policy planning

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.391256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1d69ce47-b12b-4395-af27-6010f0eb501d · outbound

This paper cites DOTS : Learning to reason dynamically in LLM s via optimal reasoning trajectories search.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks DOTS : Learning to reason dynamically in LLM s via optimal reasoning trajectories search

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.381224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9a0f076a-f2c2-4984-8f57-e9ad4f3e5e97 · outbound

This paper cites Re ST - MCTS *: LLM self-training via process reward guided tree search.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Re ST - MCTS *: LLM self-training via process reward guided tree search

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.528057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca10d0da-a330-4e5c-ab2f-b4b2debb5720 · outbound

This paper cites AF low: Automating agentic workflow generation.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks AF low: Automating agentic workflow generation

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.363686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bb449357-6d1f-49bc-ae20-74fac4be7a20 · outbound

This paper cites Tenenbaum, and Chuang Gan.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Tenenbaum, and Chuang Gan

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.352603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1df432bb-c701-48c4-98fe-c74a16db7b0e · outbound

This paper cites Chain of preference optimization: Improving chain-of-thought reasoning in LLM s.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Chain of preference optimization: Improving chain-of-thought reasoning in LLM s

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.340168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2f4bb1ff-60e3-41e3-a9bf-9d2f5f1852be · outbound

This paper cites Large language models as commonsense knowledge for large-scale task planning.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Large language models as commonsense knowledge for large-scale task planning

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.328196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0aaba617-d686-4206-8946-3d4258962de0 · outbound

This paper cites What makes large language models reason in (multi-turn) code generation? In The Thirteenth International Conference on Learning Representations, 2025.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks What makes large language models reason in (multi-turn) code generation? In The Thirteenth International Conference on Learning Representations, 2025

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.316942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2856245f-d954-46c3-92ba-99b3608fbd86 · outbound

This paper cites Analytical reasoning of text.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Analytical reasoning of text

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.548246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7431a7ec-604a-4bc7-bd47-a25fc223e0b3 · outbound

This paper cites AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.551756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19c295eb-5ebf-43f8-94eb-bd995e182ab2 · outbound

This paper cites Language agent tree search unifies reasoning acting and planning in language models, 2024 a.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Language agent tree search unifies reasoning acting and planning in language models, 2024 a

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.305525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4e11743c-2ebd-4eeb-bce6-44a7b7a2d5fc · outbound

This paper cites an unresolved cited work.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.559182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b338bda1-304c-4e18-b4dc-3548bdaa6c14 · outbound

This paper cites Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.287046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation adf9ccfd-5e11-48d3-82dc-7cee0e1bf652 · outbound

This paper cites Rossi, Somdeb Sarkhel, and Chao Zhang.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks Rossi, Somdeb Sarkhel, and Chao Zhang

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:27:24.276737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5115e76c-f7f0-4c2e-8baa-f21ee7e9ae02 · outbound

This paper cites write newline.

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks write newline

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:23.569311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation de7ee1c1-9ed3-4adb-86e6-a016d3d0146e · inbound

On Almost Surely Safe Alignment of Large Language Models at Inference-Time cites this paper.

On Almost Surely Safe Alignment of Large Language Models at Inference-Time A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-09T16:18:40.793196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27e8b020-eb5b-4619-9341-d453c3383f62 · inbound

Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective cites this paper.

Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T14:13:07.442289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a9f9166-e000-46ce-b89f-e663b8216b5e · inbound

AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up cites this paper.

AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:28.325869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44649f0b-322d-4931-b163-64818cd5a2a0 · inbound

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning cites this paper.

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks

Reference 106

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:09:40.661608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.