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A Comparative Study on Reasoning Patterns of OpenAI's o1 Model

v1v2 (latest)

A Comparative Study on Reasoning Patterns of OpenAI's o1 Model

17 October 2024

Yizhi Li

Jian Yang

Wangchunshu Zhou

J. H. Liu

ArXiv (abs)PDF HTML HuggingFace (19 upvotes)Github

Papers citing "A Comparative Study on Reasoning Patterns of OpenAI's o1 Model"

26 / 26 papers shown

Probing the "Psyche'' of Large Reasoning Models: Understanding Through a Human Lens

Probing the "Psyche'' of Large Reasoning Models: Understanding Through a Human Lens

213

0

0

30 Nov 2025

Teaching Language Models to Reason with Tools

Teaching Language Models to Reason with Tools

...

167

4

0

23 Oct 2025

POT: Inducing Overthinking in LLMs via Black-Box Iterative Optimization

POT: Inducing Overthinking in LLMs via Black-Box Iterative Optimization

163

7

0

23 Aug 2025

Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning

Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning

...

198

42

0

11 Aug 2025

Diversity-Enhanced Reasoning for Subjective Questions

Diversity-Enhanced Reasoning for Subjective Questions

610

9

0

27 Jul 2025

How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts?

How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts?

Daniela Gottesman

Sebastian Riedel

527

12

0

12 Jun 2025

CoRT: Code-integrated Reasoning within Thinking

CoRT: Code-integrated Reasoning within Thinking

...

LLMAG OffRL ReLM LRM

314

9

0

11 Jun 2025

Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning

Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning

606

11

0

11 Jun 2025

WebDancer: Towards Autonomous Information Seeking Agency

WebDancer: Towards Autonomous Information Seeking Agency

...

406

127

0

28 May 2025

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

OffRL LLMAG ReLM LRM

516

27

0

23 May 2025

When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs

When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs

Yingying Zhuang

Narayanan Sadagopan

651

39

0

16 May 2025

ReasoningV: Efficient Verilog Code Generation with Adaptive Hybrid Reasoning Model

ReasoningV: Efficient Verilog Code Generation with Adaptive Hybrid Reasoning Model

1.1K

10

0

20 Apr 2025

Rethinking the Generation of High-Quality CoT Data from the Perspective of LLM-Adaptive Question Difficulty Grading

Rethinking the Generation of High-Quality CoT Data from the Perspective of LLM-Adaptive Question Difficulty Grading

843

10

0

16 Apr 2025

Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis

Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis

Umakanta Maharana

Prakashini Mruthyunjaya

Dwarikanath Mahapatra

960

4

0

09 Apr 2025

Generative Evaluation of Complex Reasoning in Large Language Models

Generative Evaluation of Complex Reasoning in Large Language Models

1.1K

5

0

03 Apr 2025

Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark

Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark

Juncheng Billy Li

492

6

0

24 Mar 2025

From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models

From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models

...

352

4

0

20 Mar 2025

Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs

Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs

Ayush Chakravarthy

Noah D. Goodman

674

359

0

03 Mar 2025

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?Annual Meeting of the Association for Computational Linguistics (ACL), 2025

...

670

45

0

26 Feb 2025

LongEval: A Comprehensive Analysis of Long-Text Generation Through a Plan-based Paradigm

LongEval: A Comprehensive Analysis of Long-Text Generation Through a Plan-based Paradigm

Rishi Ravikumar

Tyler Loakman Shanghaoran Quan Xiaoyong Wei

Shanghaoran Quan

Riza Batista-Navarro

808

14

0

26 Feb 2025

Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection

Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection

LRM RALM ReLM KELM

1.0K

4

0

24 Feb 2025

LightThinker: Thinking Step-by-Step Compression

LightThinker: Thinking Step-by-Step Compression

545

89

0

21 Feb 2025

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS

662

41

0

27 Nov 2024

Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

Dong Yan

Wei Shen

Yuzi Yan

Jian Xie

460

58

0

01 Oct 2024

SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative
Decoding

SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding

266

13

0

26 Jun 2024

Yi: Open Foundation Models by 01.AI

Yi: Open Foundation Models by 01.AI

01.AI Alex Young

...

1.1K

828

0

07 Mar 2024

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