Paper Citation Record · LEDGER

Policy Guided Tree Search for Enhanced LLM Reasoning

As of 17 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 4 inbound Pith citation observations for arXiv:2502.06813.

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

pith.paper-citation-record.v1
2502.06813 v1

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:20:31.971505Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-09T00:45:00.847714Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T00:45:49.122831Z

Reference resolution

77 of 77 outbound references displayed

verified exact0
verified fuzzy11
unresolved66
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f118f27f-9ac2-4118-bfb1-8bc681efe191 · outbound

This paper cites write newline.

Policy Guided Tree Search for Enhanced LLM Reasoning write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.699067Z

Source-reported events for the cited work

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Observation 7cda15ef-6e8a-4415-bf5e-0c31c00ee476 · outbound

This paper cites GPT-4 Technical Report.

Policy Guided Tree Search for Enhanced LLM Reasoning GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.703893Z

Source-reported events for the cited work

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Observation 521ee828-f36d-4836-8127-b83234e6343f · outbound

This paper cites On the Bottleneck of Graph Neural Networks and its Practical Implications.

Policy Guided Tree Search for Enhanced LLM Reasoning On the Bottleneck of Graph Neural Networks and its Practical Implications

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.707926Z

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Observation 424ed346-75f6-4d6b-a0de-c10a262eb682 · outbound

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

Policy Guided Tree Search for Enhanced LLM Reasoning Graph of thoughts: Solving elaborate problems with large language models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.826455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 358e0789-95bb-482e-a85e-b84ad6b10d50 · outbound

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

Policy Guided Tree Search for Enhanced LLM Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.715617Z

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Observation d5864c9c-a105-4feb-acb5-eb68ad1222df · outbound

This paper cites Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems.

Policy Guided Tree Search for Enhanced LLM Reasoning Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.719368Z

Source-reported events for the cited work

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Observation 2c4e8457-5087-4387-96ce-9071b2628413 · outbound

This paper cites AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning.

Policy Guided Tree Search for Enhanced LLM Reasoning AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.723133Z

Source-reported events for the cited work

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Observation 2de69ca6-b006-4c9c-bb3b-ce789d55485e · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

Policy Guided Tree Search for Enhanced LLM Reasoning Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.727353Z

Source-reported events for the cited work

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Observation 0b605823-9856-4717-a0d6-38c6b29370c4 · outbound

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

Policy Guided Tree Search for Enhanced LLM Reasoning Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.731422Z

Source-reported events for the cited work

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Observation c20159ef-305c-4225-b259-8f28a4aaf78d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Policy Guided Tree Search for Enhanced LLM Reasoning Training Verifiers to Solve Math Word Problems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.736133Z

Source-reported events for the cited work

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Observation 6b424d76-ff8d-4726-86b0-f2df89c1b702 · outbound

This paper cites Opencompass: A universal evaluation platform for foundation models.

Policy Guided Tree Search for Enhanced LLM Reasoning Opencompass: A universal evaluation platform for foundation models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.739771Z

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Observation b24d0833-f800-47ef-b496-df20bcde9757 · outbound

This paper cites The Llama 3 Herd of Models.

Policy Guided Tree Search for Enhanced LLM Reasoning The Llama 3 Herd of Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.743145Z

Source-reported events for the cited work

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Observation 14d03701-0746-40b7-a80d-933ec45adb87 · outbound

This paper cites A Generalization of Transformer Networks to Graphs.

Policy Guided Tree Search for Enhanced LLM Reasoning A Generalization of Transformer Networks to Graphs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.746699Z

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Observation 42826f10-840a-476b-8e95-c03692270f8a · outbound

This paper cites Graph Neural Networks with Learnable Structural and Positional Representations.

Policy Guided Tree Search for Enhanced LLM Reasoning Graph Neural Networks with Learnable Structural and Positional Representations

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.750244Z

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Observation 4ef57d7c-c201-481b-b7ab-80775d952152 · outbound

This paper cites Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training.

Policy Guided Tree Search for Enhanced LLM Reasoning Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.753947Z

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Observation 384b8047-8f33-4ab7-b5be-456709c5c2bb · outbound

This paper cites Interpretable Contrastive Monte Carlo Tree Search Reasoning.

Policy Guided Tree Search for Enhanced LLM Reasoning Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.757466Z

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Observation 5a89156c-c02a-4631-9b16-4993c6963023 · outbound

This paper cites Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies.

Policy Guided Tree Search for Enhanced LLM Reasoning Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.761155Z

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Observation f4a5b532-5837-4693-a6b8-3820b1f548cc · outbound

This paper cites Monte-carlo tree search as regularized policy optimization.

Policy Guided Tree Search for Enhanced LLM Reasoning Monte-carlo tree search as regularized policy optimization

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.805102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 79310749-c6d7-44e4-8dfc-338637dfe9ee · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

Policy Guided Tree Search for Enhanced LLM Reasoning Reasoning with Language Model is Planning with World Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.767853Z

Source-reported events for the cited work

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Observation 9e76c176-aa0a-4cfc-bfd0-464c0244565c · outbound

This paper cites LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models.

Policy Guided Tree Search for Enhanced LLM Reasoning LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.771367Z

Source-reported events for the cited work

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Observation e25244ba-94d1-4422-a4f4-a64516b26871 · outbound

This paper cites E., Nilsson, N.

Policy Guided Tree Search for Enhanced LLM Reasoning E., Nilsson, N

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.775056Z

Source-reported events for the cited work

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Observation 610fd814-6513-4da7-9499-bed96ecb4d2b · outbound

This paper cites GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements.

Policy Guided Tree Search for Enhanced LLM Reasoning GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.778590Z

Source-reported events for the cited work

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Observation c58d6740-0b55-4a45-9afc-a8a40ffc14db · outbound

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

Policy Guided Tree Search for Enhanced LLM Reasoning Measuring Mathematical Problem Solving With the MATH Dataset

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.782099Z

Source-reported events for the cited work

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Observation 694c9302-820a-455e-8074-ea8432b2dda7 · outbound

This paper cites A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning.

Policy Guided Tree Search for Enhanced LLM Reasoning A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.785806Z

Source-reported events for the cited work

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Observation e93f86b6-a9b4-4430-aaf4-8555735818a9 · outbound

This paper cites Towards Reasoning in Large Language Models: A Survey.

Policy Guided Tree Search for Enhanced LLM Reasoning Towards Reasoning in Large Language Models: A Survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.789530Z

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Observation 8cda804f-7155-4452-8dc3-5de7a2055668 · outbound

This paper cites Large Language Models Cannot Self-Correct Reasoning Yet.

Policy Guided Tree Search for Enhanced LLM Reasoning Large Language Models Cannot Self-Correct Reasoning Yet

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.793430Z

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Observation 8f7deca7-1356-44be-9fb7-c91c1e474d18 · outbound

This paper cites Mistral 7B.

Policy Guided Tree Search for Enhanced LLM Reasoning Mistral 7B

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.797186Z

Source-reported events for the cited work

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Observation 2ff43ab7-7195-408e-a605-50e2d6d8fb76 · outbound

This paper cites Can large language models reason and plan? Annals of the New York Academy of Sciences, 1534 0 (1): 0 15--18, 2024.

Policy Guided Tree Search for Enhanced LLM Reasoning Can large language models reason and plan? Annals of the New York Academy of Sciences, 1534 0 (1): 0 15--18, 2024

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.789185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 03cc6b19-91f4-42af-b502-393f4edf18d8 · outbound

This paper cites LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks.

Policy Guided Tree Search for Enhanced LLM Reasoning LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.804544Z

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Observation 8a1bc270-94f6-4c71-b1b3-8cc6d3ef6b62 · outbound

This paper cites Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns?.

Policy Guided Tree Search for Enhanced LLM Reasoning Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns?

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.808143Z

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Observation e4ecee8c-1157-4e74-ac92-72308834ce73 · outbound

This paper cites an unresolved cited work.

Policy Guided Tree Search for Enhanced LLM Reasoning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:20:32.778249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e85eba5f-3949-4ef9-a36d-3238801862fd · outbound

This paper cites Grace: Discriminator-guided chain-of-thought reasoning.

Policy Guided Tree Search for Enhanced LLM Reasoning Grace: Discriminator-guided chain-of-thought reasoning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.814944Z

Source-reported events for the cited work

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Observation 82d17d86-d6ad-4a3c-aa98-d55e4f6a6255 · outbound

This paper cites S., Reid, M., Matsuo, Y., and Iwasawa, Y.

Policy Guided Tree Search for Enhanced LLM Reasoning S., Reid, M., Matsuo, Y., and Iwasawa, Y

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.818263Z

Source-reported events for the cited work

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Observation 34a6b8ff-83d4-4c05-9b23-9069f4a7b6a3 · outbound

This paper cites Rethinking graph transformers with spectral attention.

Policy Guided Tree Search for Enhanced LLM Reasoning Rethinking graph transformers with spectral attention

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.821720Z

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Observation 9dff5b69-8f07-46c1-8c7b-1734cd5a5c81 · outbound

This paper cites Chain of Code: Reasoning with a Language Model-Augmented Code Emulator.

Policy Guided Tree Search for Enhanced LLM Reasoning Chain of Code: Reasoning with a Language Model-Augmented Code Emulator

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.824871Z

Source-reported events for the cited work

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Observation b629c2ea-858f-4963-acf6-9b26600e017b · outbound

This paper cites Making Large Language Models Better Reasoners with Step-Aware Verifier.

Policy Guided Tree Search for Enhanced LLM Reasoning Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.828323Z

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Observation 7a0d4a6f-b75e-4b60-ba10-07f1c979025b · outbound

This paper cites Let's Verify Step by Step.

Policy Guided Tree Search for Enhanced LLM Reasoning Let's Verify Step by Step

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.831749Z

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Observation 8e34e2e1-dd0f-4d51-9774-3d11ac69efbe · outbound

This paper cites Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems.

Policy Guided Tree Search for Enhanced LLM Reasoning Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.835298Z

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Observation a65a5588-43f4-4ad1-9fd6-eed05ecf2ea5 · outbound

This paper cites Optimistic tree searches for combinatorial black-box optimization.

Policy Guided Tree Search for Enhanced LLM Reasoning Optimistic tree searches for combinatorial black-box optimization

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.755128Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f2e049d4-3b78-4a7d-be61-f12ab04f6682 · outbound

This paper cites Skeleton-of-thought: Prompting llms for efficient parallel generation.

Policy Guided Tree Search for Enhanced LLM Reasoning Skeleton-of-thought: Prompting llms for efficient parallel generation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.743794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 45588ba6-0ae0-450f-92ae-55e8bd3face8 · outbound

This paper cites Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers.

Policy Guided Tree Search for Enhanced LLM Reasoning Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.845722Z

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Observation 36a6d151-b82f-4be7-b598-15273dcadec1 · outbound

This paper cites Recursive Introspection: Teaching Language Model Agents How to Self-Improve.

Policy Guided Tree Search for Enhanced LLM Reasoning Recursive Introspection: Teaching Language Model Agents How to Self-Improve

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.849766Z

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Observation b87320e4-3764-4a19-a6a9-8a37579481da · outbound

This paper cites P., Luu, A.

Policy Guided Tree Search for Enhanced LLM Reasoning P., Luu, A

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.853543Z

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Observation ac371c2a-356a-4ac1-931a-72604fc809f2 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Policy Guided Tree Search for Enhanced LLM Reasoning GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.856867Z

Source-reported events for the cited work

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Observation 7c178857-a19b-40fc-9347-5ef56bc3817f · outbound

This paper cites Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought.

Policy Guided Tree Search for Enhanced LLM Reasoning Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.860444Z

Source-reported events for the cited work

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Observation cf9e5f39-eaa1-4445-857a-c07289c019aa · outbound

This paper cites Proximal Policy Optimization Algorithms.

Policy Guided Tree Search for Enhanced LLM Reasoning Proximal Policy Optimization Algorithms

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.864048Z

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Observation dc58ba97-7b8b-46ee-b3b5-792575f69e19 · outbound

This paper cites Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models.

Policy Guided Tree Search for Enhanced LLM Reasoning Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.867518Z

Source-reported events for the cited work

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Observation 51fffe79-a280-413d-b851-57e036a9be1b · outbound

This paper cites Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.

Policy Guided Tree Search for Enhanced LLM Reasoning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.870961Z

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Observation 984f8bfb-1d13-4390-9e06-041949791329 · outbound

This paper cites Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models.

Policy Guided Tree Search for Enhanced LLM Reasoning Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.874537Z

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Observation 70267e28-23b8-4550-9c1e-000c7637a123 · outbound

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

Policy Guided Tree Search for Enhanced LLM Reasoning Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.878454Z

Source-reported events for the cited work

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Observation 3e133e31-c9c4-4849-a627-9515d23e3b3a · outbound

This paper cites On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks.

Policy Guided Tree Search for Enhanced LLM Reasoning On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.881871Z

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Observation 04e1a2a4-25e6-4c0b-92c7-ea9851e61490 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Policy Guided Tree Search for Enhanced LLM Reasoning Gemini: A Family of Highly Capable Multimodal Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.885310Z

Source-reported events for the cited work

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Observation 91496b6a-26f4-4be2-983d-56cfc670bc5d · outbound

This paper cites Understanding over-squashing and bottlenecks on graphs via curvature.

Policy Guided Tree Search for Enhanced LLM Reasoning Understanding over-squashing and bottlenecks on graphs via curvature

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.888835Z

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Observation 00791e3b-8eea-40fd-a9aa-0fc4851a3a2a · outbound

This paper cites Solving math word problems with process- and outcome-based feedback.

Policy Guided Tree Search for Enhanced LLM Reasoning Solving math word problems with process- and outcome-based feedback

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.892078Z

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Observation 0de27048-ee96-4a40-8899-0bfc5f2ae7a3 · outbound

This paper cites Large language models still can't plan (a benchmark for llms on planning and reasoning about change).

Policy Guided Tree Search for Enhanced LLM Reasoning Large language models still can't plan (a benchmark for llms on planning and reasoning about change)

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.725174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 76cd48da-cc93-4392-b2b0-fee689104cab · outbound

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

Policy Guided Tree Search for Enhanced LLM Reasoning Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.898539Z

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Observation 9578d9f2-2921-499e-b562-f4ce9ac9f907 · outbound

This paper cites Learning search space partition for black-box optimization using monte carlo tree search.

Policy Guided Tree Search for Enhanced LLM Reasoning Learning search space partition for black-box optimization using monte carlo tree search

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.714066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 70ad7418-e212-4c64-9a39-290ae1173e2d · outbound

This paper cites Math-shepherd: Verify and reinforce llms step-by-step without human annotations.

Policy Guided Tree Search for Enhanced LLM Reasoning Math-shepherd: Verify and reinforce llms step-by-step without human annotations

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.703762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b6975ffe-006f-4d35-b561-7fe03d7377f8 · outbound

This paper cites Monte Carlo Tree Search based Space Transfer for Black-box Optimization.

Policy Guided Tree Search for Enhanced LLM Reasoning Monte Carlo Tree Search based Space Transfer for Black-box Optimization

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.908661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2e3f5b4-ca17-4bca-aac6-eaf7bf3b7f7f · outbound

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

Policy Guided Tree Search for Enhanced LLM Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.912088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9980911-9661-4ee6-875a-c37568ea3d7b · outbound

This paper cites V., Zhou, D., et al.

Policy Guided Tree Search for Enhanced LLM Reasoning V., Zhou, D., et al

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.915463Z

Source-reported events for the cited work

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Observation 59c5bea6-61bf-4867-bfb7-88fed0c17f79 · outbound

This paper cites An empirical analysis of compute-optimal inference for problem-solving with language models.

Policy Guided Tree Search for Enhanced LLM Reasoning An empirical analysis of compute-optimal inference for problem-solving with language models

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.687460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5fb65346-75f3-40e8-8ca6-a85a62814023 · outbound

This paper cites E., and Stoica, I.

Policy Guided Tree Search for Enhanced LLM Reasoning E., and Stoica, I

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.921896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b0c245-e256-405e-8ae9-67f8c9c35f16 · outbound

This paper cites Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning.

Policy Guided Tree Search for Enhanced LLM Reasoning Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.925154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74382a74-53a6-4133-8eea-70071656f3a3 · outbound

This paper cites X., Kan, M.-Y., He, J., and Xie, M.

Policy Guided Tree Search for Enhanced LLM Reasoning X., Kan, M.-Y., He, J., and Xie, M

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.671036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ed060289-a0df-4830-b955-ca663622149f · outbound

This paper cites Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models.

Policy Guided Tree Search for Enhanced LLM Reasoning Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.932348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6967a217-d91d-4bc0-9904-44b8ed4e6c87 · outbound

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

Policy Guided Tree Search for Enhanced LLM Reasoning Tree of thoughts: Deliberate problem solving with large language models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.935906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 176ca526-b4e5-407d-b01a-254519327832 · outbound

This paper cites Do transformers really perform badly for graph representation? Advances in neural information processing systems, 34: 0 28877--28888, 2021.

Policy Guided Tree Search for Enhanced LLM Reasoning Do transformers really perform badly for graph representation? Advances in neural information processing systems, 34: 0 28877--28888, 2021

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.939353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfa470f6-c27c-4f23-a3f3-b733823087db · outbound

This paper cites Scaling Relationship on Learning Mathematical Reasoning with Large Language Models.

Policy Guided Tree Search for Enhanced LLM Reasoning Scaling Relationship on Learning Mathematical Reasoning with Large Language Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.942681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ea26b77-66fd-4983-8764-58dfa8264b06 · outbound

This paper cites Star: Bootstrapping reasoning with reasoning.

Policy Guided Tree Search for Enhanced LLM Reasoning Star: Bootstrapping reasoning with reasoning

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.946092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abaf1b98-c8b5-43c9-9b3d-d279852df8cd · outbound

This paper cites Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking.

Policy Guided Tree Search for Enhanced LLM Reasoning Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.949922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a64589d9-e0ca-4da1-a245-07214d3ec100 · outbound

This paper cites and Gao, S.

Policy Guided Tree Search for Enhanced LLM Reasoning and Gao, S

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:20:32.642416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 958edd1b-4014-4ef3-9bd3-e318dce674e2 · outbound

This paper cites Generative Verifiers: Reward Modeling as Next-Token Prediction.

Policy Guided Tree Search for Enhanced LLM Reasoning Generative Verifiers: Reward Modeling as Next-Token Prediction

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.956829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0fea989-6671-4fb9-8803-db527ecd73f6 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

Policy Guided Tree Search for Enhanced LLM Reasoning Automatic Chain of Thought Prompting in Large Language Models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.960855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbf46d1e-1e33-42d2-bdfd-ae37ef5f27fe · outbound

This paper cites Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework.

Policy Guided Tree Search for Enhanced LLM Reasoning Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.964267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 869d8319-b006-4919-be74-e3315e0e7c52 · outbound

This paper cites Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions.

Policy Guided Tree Search for Enhanced LLM Reasoning Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.967745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8f4a539-3f95-4c88-9c3c-265b6d2536ab · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

Policy Guided Tree Search for Enhanced LLM Reasoning Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.971505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 52916082-75b5-40ba-a7ea-def69baa47a2 · inbound

AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents cites this paper.

AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents Policy Guided Tree Search for Enhanced LLM Reasoning

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T17:03:41.292335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 44ac1250-0ed4-47c0-867f-4b945ac0f73c · inbound

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing cites this paper.

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing Policy Guided Tree Search for Enhanced LLM Reasoning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:20:06.692526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 16ab1b89-1f16-401a-a9c0-beb8ccc4eebc · inbound

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing cites this paper.

Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing Policy Guided Tree Search for Enhanced LLM Reasoning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-01T06:35:29.610925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2ecb3394-cd05-4048-a1aa-f79a237b0754 · inbound

MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning cites this paper.

MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning Policy Guided Tree Search for Enhanced LLM Reasoning

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-09T00:45:49.124174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.