Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning | Paper Citation Record

Observation cbb5158a-e8f9-4d14-893a-453804d038da · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:15.860789Z

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Observation d84d6c05-a592-4a30-9678-7e5de1b18f6f · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 2

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Observation 8198a83c-174c-47bb-9380-71fc6c8467c9 · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning

Reference 3

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Observation bf5dd1f9-059f-4b2f-83db-a84b73358037 · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 4

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Observation 5408ac83-e892-4b72-8be3-502414775fe8 · outbound

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Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 5

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Observation 622a08fe-2874-4516-9be6-0009b06f3410 · outbound

This paper cites An Empirical Study on Eliciting and Improving R1-like Reasoning Models.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning An Empirical Study on Eliciting and Improving R1-like Reasoning Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:16.258476Z

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Observation f1958060-a26f-4663-849c-d564bdc09acb · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Training Verifiers to Solve Math Word Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:16.355876Z

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Observation cc788a5d-fee3-4fcf-a0f5-5b710919b473 · outbound

This paper cites Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:16.471846Z

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Observation 94ccc782-0e46-4550-b340-3a0efbd2a360 · outbound

This paper cites The Llama 3 Herd of Models.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:16.567297Z

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Observation 547bb6f3-c113-4139-be22-5ddb1d03a8c4 · outbound

This paper cites Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:16.667323Z

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Observation 38b3018e-0145-4e90-a9ac-f5ecea67b504 · outbound

This paper cites rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:16.786796Z

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Observation 91b7c566-b336-4bef-aefc-352dc56b0f58 · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:16.870979Z

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Observation a45e6103-0b37-4c7a-ace9-db5f77a7673e · outbound

This paper cites Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:16.967173Z

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Observation 69c03bf8-35d6-4f45-a1d2-c4ae7fd881da · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.034269Z

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Observation 4c3263cb-f17e-41de-bd6a-ca488c2b2211 · outbound

This paper cites ETS: Efficient Tree Search for Inference-Time Scaling.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning ETS: Efficient Tree Search for Inference-Time Scaling

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.115091Z

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Observation 895124a2-d20a-4fc3-8433-9edc9e6e7bd9 · outbound

This paper cites Efficient Test-Time Scaling via Self-Calibration.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Efficient Test-Time Scaling via Self-Calibration

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.220177Z

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Observation b0e05e90-6c61-41af-995c-45701c748fc2 · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning A Survey of Test-Time Compute: From Intuitive Inference to Deliberate Reasoning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.297639Z

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Observation 9f9ffe20-ea0b-4f37-9e95-257e32a45eae · outbound

This paper cites Enhancing LLM Reasoning with Reward-guided Tree Search.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Enhancing LLM Reasoning with Reward-guided Tree Search

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.406362Z

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Observation 1a881508-053e-43ab-953e-65baf416e635 · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.487613Z

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Observation b25cc179-2cb9-4684-876d-15fefb5f7993 · outbound

This paper cites Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.591164Z

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Observation 21c2f839-5f79-4d08-a540-8d2ff69b315b · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.671386Z

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Observation cec42c1f-e556-47dc-b89a-fa22ea3aa623 · outbound

This paper cites Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.775098Z

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Observation 1249619d-e278-4318-80bc-9206c8487c21 · outbound

This paper cites Improve Mathematical Reasoning in Language Models by Automated Process Supervision.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.861908Z

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Observation 91847d96-bfdd-4c5d-82ce-097a4fdeb616 · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:21.696466Z

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

Observation f3feb280-534b-4aff-be6f-08be76e2c893 · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:18.067650Z

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Observation 8205ddc8-fe73-4af5-90ba-658f20f51cca · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:18.171836Z

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Observation eb92f12a-5360-4e3d-840b-43ff23e88e91 · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:18.293852Z

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Observation 8e2d8aad-fc61-4f3d-927e-56495a8c0ea2 · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:18.388703Z

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Observation d1c1ddc5-266a-468e-8699-bb896de78f2f · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:18.474040Z

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Observation 77f4f98b-17b4-4dde-9671-f1a15288d3a4 · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Solving math word problems with process- and outcome-based feedback

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:18.564018Z

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Observation a15fb25e-acc2-4aea-84cd-154f347a5f9e · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:21.514394Z

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

Observation 3aa87878-559e-499f-a8ea-fbc5ec7b7e47 · outbound

This paper cites OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:18.769402Z

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Observation db8b369f-b0ab-4444-9dac-49822359ca93 · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:18.860070Z

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Observation a085871c-a7ba-4de6-806d-5b693720461d · outbound

This paper cites Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:18.952147Z

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Observation 86aacc1c-ec73-49e0-b39a-bd72eb478738 · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.024357Z

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Observation 38e75dee-09bc-464f-9e5b-dbbb4e5cc9e8 · outbound

This paper cites Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:45:20.790255Z

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

Observation 834c6eb3-761f-43ec-b151-317162dcc95a · outbound

This paper cites Chi, Quoc V.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Chi, Quoc V

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.142078Z

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Observation e76e0fb6-1f3d-40d6-b397-352717e997df · outbound

This paper cites Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.217464Z

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Observation 984c6ccb-4398-4e84-a8da-5fdbe806bc49 · outbound

This paper cites A Comparative Study on Reasoning Patterns of OpenAI's o1 Model.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning A Comparative Study on Reasoning Patterns of OpenAI's o1 Model

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.282901Z

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Observation 10c14ed8-4a82-4f5e-923e-154a71b61934 · outbound

This paper cites When More is Less: Understanding Chain-of-Thought Length in LLMs.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning When More is Less: Understanding Chain-of-Thought Length in LLMs

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.333659Z

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Observation e23b3e40-b19e-44cb-9332-01a0262f1503 · outbound

This paper cites Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.417118Z

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Observation 13e43f31-d822-4b72-a7f6-63725eaf9c21 · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.472575Z

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Observation 85cb7881-06b8-4663-b4dc-993a664390ef · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.536322Z

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Observation 0aee6a39-b94b-4531-8ad2-82b8a53dfab7 · outbound

This paper cites Qwen3 Technical Report.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Qwen3 Technical Report

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.631357Z

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Observation 62608014-6a3b-4aaa-9240-9b01f50e2ffb · outbound

This paper cites an unresolved cited work.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:21.351151Z

Source-reported events for the cited work

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

Observation 74de4af0-8adf-4a44-9744-56519d94e536 · outbound

This paper cites B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.802170Z

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Observation fb9a8d92-a6fb-4231-9b1a-804b31ec998f · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.883202Z

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Observation f03cbe38-d485-4e5e-8883-c58344b01d95 · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Generative Verifiers: Reward Modeling as Next-Token Prediction

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:19.980989Z

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Observation 9ac2fd92-d22d-4ebe-a714-758e178760ec · outbound

This paper cites A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:20.078930Z

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Observation b5839cb0-47d4-4ac5-98dd-348c6f1c80cd · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:20.163992Z

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Observation 2e2d339d-9926-4eb1-a780-9707b0305fe9 · outbound

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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning ProcessBench: Identifying Process Errors in Mathematical Reasoning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:20.276917Z

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Observation 9cc3677d-eeab-4864-a7b2-214235b9b7de · outbound

This paper cites online" 'onlinestring :=.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning online" 'onlinestring :=

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:20.356452Z

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Observation 938ded77-216d-48cf-82da-478b2e82f1c6 · outbound

This paper cites write newline.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning write newline

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:20.428126Z

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