ThinkPatterns-21k: A Systematic Study on the Impact of Thinking Patterns in LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Wen, Pengcheng, Ji, Jiaming, Chan, Chi-Min, Dai, Juntao, Hong, Donghai, Yang, Yaodong, Han, Sirui, Guo, Yike |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning
by: Zhou, Yujin, et al.
Published: (2026)
by: Zhou, Yujin, et al.
Published: (2026)
SafeMT: Multi-turn Safety for Multimodal Language Models
by: Zhu, Han, et al.
Published: (2025)
by: Zhu, Han, et al.
Published: (2025)
When Slower Isn't Truer: Inverse Scaling Law of Truthfulness in Multimodal Reasoning
by: Fang, Sitong, et al.
Published: (2025)
by: Fang, Sitong, et al.
Published: (2025)
Mitigating Deceptive Alignment via Self-Monitoring
by: Ji, Jiaming, et al.
Published: (2025)
by: Ji, Jiaming, et al.
Published: (2025)
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
by: Ji, Jiaming, et al.
Published: (2024)
by: Ji, Jiaming, et al.
Published: (2024)
J1: Exploring Simple Test-Time Scaling for LLM-as-a-Judge
by: Chan, Chi-Min, et al.
Published: (2025)
by: Chan, Chi-Min, et al.
Published: (2025)
Generative RLHF-V: Learning Principles from Multi-modal Human Preference
by: Zhou, Jiayi, et al.
Published: (2025)
by: Zhou, Jiayi, et al.
Published: (2025)
Safe RLHF-V: Safe Reinforcement Learning from Multi-modal Human Feedback
by: Ji, Jiaming, et al.
Published: (2025)
by: Ji, Jiaming, et al.
Published: (2025)
SafeLawBench: Towards Safe Alignment of Large Language Models
by: Cao, Chuxue, et al.
Published: (2025)
by: Cao, Chuxue, et al.
Published: (2025)
Not Just the Destination, But the Journey: Reasoning Traces Causally Shape Generalization Behaviors
by: Wen, Pengcheng, et al.
Published: (2026)
by: Wen, Pengcheng, et al.
Published: (2026)
InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback
by: Chen, Boyuan, et al.
Published: (2025)
by: Chen, Boyuan, et al.
Published: (2025)
Patterns for Creative Thinking
by: Fayziyeva Ra'no Raximovna
Published: (2025)
by: Fayziyeva Ra'no Raximovna
Published: (2025)
A Game-Theoretic Negotiation Framework for Cross-Cultural Consensus in LLMs
by: Zhang, Guoxi, et al.
Published: (2025)
by: Zhang, Guoxi, et al.
Published: (2025)
Glance-or-Gaze: Incentivizing LMMs to Adaptively Focus Search via Reinforcement Learning
by: Bai, Hongbo, et al.
Published: (2026)
by: Bai, Hongbo, et al.
Published: (2026)
Aligner: Efficient Alignment by Learning to Correct
by: Ji, Jiaming, et al.
Published: (2024)
by: Ji, Jiaming, et al.
Published: (2024)
Unlocking Recursive Thinking of LLMs: Alignment via Refinement
by: Zhang, Haoke, et al.
Published: (2025)
by: Zhang, Haoke, et al.
Published: (2025)
Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback
by: Zhou, Jiayi, et al.
Published: (2024)
by: Zhou, Jiayi, et al.
Published: (2024)
Think Before You Prune: Selective Self-Generated Calibration for Pruning Large Reasoning Models
by: Xiang, Yang, et al.
Published: (2025)
by: Xiang, Yang, et al.
Published: (2025)
Thinking with Patterns: Breaking the Perceptual Bottleneck in Visual Planning via Pattern Induction
by: Jian, Yichang, et al.
Published: (2026)
by: Jian, Yichang, et al.
Published: (2026)
SafeMCP: Proactive Power Regulation for LLM Agent Defense via Environment-Grounded Look-Ahead Reasoning
by: Wang, Lichao, et al.
Published: (2026)
by: Wang, Lichao, et al.
Published: (2026)
A Study on Thinking Patterns of Large Reasoning Models in Code Generation
by: Halim, Kevin, et al.
Published: (2025)
by: Halim, Kevin, et al.
Published: (2025)
VISA: Value Injection via Shielded Adaptation for Personalized LLM Alignment
by: Chen, Jiawei, et al.
Published: (2026)
by: Chen, Jiawei, et al.
Published: (2026)
Demystifying Hybrid Thinking: Can LLMs Truly Switch Between Think and No-Think?
by: Wang, Shouren, et al.
Published: (2025)
by: Wang, Shouren, et al.
Published: (2025)
AM$^3$Safety: Towards Data Efficient Alignment of Multi-modal Multi-turn Safety for MLLMs
by: Zhu, Han, et al.
Published: (2026)
by: Zhu, Han, et al.
Published: (2026)
Early Geometrical Thinking in the Environment of Patterns, Mosaics and Isometries
by: Swoboda, Ewa, et al.
Published: (2018)
by: Swoboda, Ewa, et al.
Published: (2018)
Computational Thinking through Design Patterns in Video Games
by: Barbero, Giulio, et al.
Published: (2024)
by: Barbero, Giulio, et al.
Published: (2024)
Early Geometrical Thinking in the Environment of Patterns, Mosaics and Isometries
by: Ewa Swoboda
by: Ewa Swoboda
ReactionTeam: Teaming Experts for Divergent Thinking Beyond Typical Reaction Patterns
by: Guo, Taicheng, et al.
Published: (2023)
by: Guo, Taicheng, et al.
Published: (2023)
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
by: Cao, Chuxue, et al.
Published: (2025)
by: Cao, Chuxue, et al.
Published: (2025)
Debate with Images: Detecting Deceptive Behaviors in Multimodal Large Language Models
by: Fang, Sitong, et al.
Published: (2025)
by: Fang, Sitong, et al.
Published: (2025)
Benchmarking Multi-National Value Alignment for Large Language Models
by: Shi, Weijie, et al.
Published: (2025)
by: Shi, Weijie, et al.
Published: (2025)
The Siren Song of LLMs: How Users Perceive and Respond to Dark Patterns in Large Language Models
by: Shi, Yike, et al.
Published: (2025)
by: Shi, Yike, et al.
Published: (2025)
ThinkDrive: Chain-of-Thought Guided Progressive Reinforcement Learning Fine-Tuning for Autonomous Driving
by: Zhao, Chang, et al.
Published: (2026)
by: Zhao, Chang, et al.
Published: (2026)
When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning
by: Xiang, Yang, et al.
Published: (2026)
by: Xiang, Yang, et al.
Published: (2026)
Metaphors We Compute By: A Computational Audit of Cultural Translation vs. Thinking in LLMs
by: Chang, Yuan, et al.
Published: (2026)
by: Chang, Yuan, et al.
Published: (2026)
OptiMind: Teaching LLMs to Think Like Optimization Experts
by: Zhang, Xinzhi, et al.
Published: (2025)
by: Zhang, Xinzhi, et al.
Published: (2025)
Dynamic Concept Mapping For Creatical Thinking / Creative Patterns to Dominant Logic
by: CF
Published: (2026)
by: CF
Published: (2026)
How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative Reasoning
by: Chen, Haoyang, et al.
Published: (2026)
by: Chen, Haoyang, et al.
Published: (2026)
Act While Thinking: Accelerating LLM Agents via Pattern-Aware Speculative Tool Execution
by: Sui, Yifan, et al.
Published: (2026)
by: Sui, Yifan, et al.
Published: (2026)
Thinking with Programming Vision: Towards a Unified View for Thinking with Images
by: Guo, Zirun, et al.
Published: (2025)
by: Guo, Zirun, et al.
Published: (2025)
Similar Items
-
What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning
by: Zhou, Yujin, et al.
Published: (2026) -
SafeMT: Multi-turn Safety for Multimodal Language Models
by: Zhu, Han, et al.
Published: (2025) -
When Slower Isn't Truer: Inverse Scaling Law of Truthfulness in Multimodal Reasoning
by: Fang, Sitong, et al.
Published: (2025) -
Mitigating Deceptive Alignment via Self-Monitoring
by: Ji, Jiaming, et al.
Published: (2025) -
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
by: Ji, Jiaming, et al.
Published: (2024)